Key primary_fuel fPM_Min_lb_per_ MWh_Rank Reason_for_Removal as top ranked unit

for fPM new source floor ORIS Code
1588_7 oil 1 The submitted test results with the lowest emission rate for Mystic Unit 7 were 1588 617_PPE3 oil 2 617 617_PPE1 oil 3 617 548_2 oil 4 548 562_2 oil 5 562 617_PPE4 oil 6 617 617_PPE2 oil 7 617 2493_60 oil 8 2493 8906_40 oil 9 8906 621_PTF1 oil 10 621 2516_3 oil 11 2516 621_PTF2 oil 12 621 6043_PMR2 oil 13 6043 609_PCC1 oil 14 609 6042_PMT2 oil 15 6042 2493_70 oil 16 2493 667_3 oil 17 667 2516_2 oil 18 2516 6043_PMR1 oil 19 6043 8906_50 oil 20 8906 8906_30 oil 21 8906 6042_PMT1 oil 22 6042 2517_4 oil 23 2517 2050_1 oil 24 2050 609_PPC2 oil 25 609 8054_1 oil 26 8054 619_PRV4 oil 27 619 619_PRV3 oil 28 619 715_1 oil 29 715Plant Name boiler_id configuration_id Unit Type

Mystic Generating Station 7 7 Conventional Boiler Port Everglades PPE3 PPE03 Conventional Boiler Port Everglades PPE1 PPE01 Conventional Boiler Norwalk - Norwalk Power LLC 2 2 Conventional Boiler Middletown 2 2 Conventional Boiler Port Everglades PPE4 PPE04 Conventional Boiler Port Everglades PPE2 PPE02 Conventional Boiler East River 60 60 Conventional Boiler Astoria Generating Station 40 A-S0003 Conventional Boiler Turkey Point PTF1 PTF01 Conventional Boiler Northport 3 Unit3 Conventional Boiler Turkey Point PTF2 PTF02 Conventional Boiler Martin PMR2 PMR02 Conventional Boiler Cape Canaveral PCC1 PCC01 Conventional Boiler Manatee PMT2 PMT02 Conventional Boiler East River 70 70 Conventional Boiler Northside Generating Station 3 3 Conventional Boiler Northport 2 Unit2 Conventional Boiler Martin PMR1 PMR01 Conventional Boiler Astoria Generating Station 50 A-S0004 Conventional Boiler Astoria Generating Station 30 A-S0002 Conventional Boiler Manatee PMT1 PMT01 Conventional Boiler Port Jefferson 4 Unit4 Conventional Boiler Baxter Wilson 1 001 Conventional Boiler Cape Canaveral PPC2 PCC02 Conventional Boiler Gerald Andrus 1 001 Conventional Boiler Riviera PRV4 PRV04 Conventional Boiler Riviera PRV3 PRV03 Conventional Boiler McManus 1 Unit 1 Conventional Boilerboiler_type MWe_capacity max_heat_ input compound EF_1mg Final_EF_ Units From
Tangential firing 586 5646Filterable Particulate 1.45E-03 lb/MMBtu Part II Wall firing - front firing 395 4000Filterable Particulate 1.33E-03 lb/MMBtu Part II Wall firing - front firing 226 2300Filterable Particulate 1.50E-03 lb/MMBtu Part II Tangential firing 178 1776Filterable Particulate 1.57E-03 lb/MMBtu ERT Wall firing - front firing 125 1173.27 Filterable Particulate 3.16E-03 lb/MMBtu ERT Wall firing - front firing 395 4000Filterable Particulate 3.33E-03 lb/MMBtu Part II Wall firing - front firing 226 2300Filterable Particulate 7.17E-03 lb/MMBtu Part II Wall firing - opposed firing 129.4 1930Filterable Particulate 6.15E-03 lb/MMBtu ERT Tangential firing 388.25 4074Filterable Particulate 1.34E-02 lb/MMBtu ERT Wall firing - front firing 421 4000Filterable Particulate 1.78E-02 lb/MMBtu Part II Tangential firing 375 3650Filterable Particulate 1.84E-02 lb/MMBtu ERT Wall firing - front firing 407 4000Filterable Particulate 1.87E-02 lb/MMBtu Part II Wall firing - front firing 859 9040Filterable Particulate 1.80E-02 lb/MMBtu Part II Wall firing - front firing 397 4000Filterable Particulate 2.28E-02 lb/MMBtu Part II Wall firing - front firing 854 8650Filterable Particulate 2.30E-02 lb/MMBtu ERT Wall firing - front firing 198 1982 Filterable Particulate 2.40E-02 lb/MMBtu Part II Wall firing - front firing 538 4857Filterable Particulate 2.73E-02 lb/MMBtu Part II Tangential firing 375 3650Filterable Particulate 2.63E-02 lb/MMBtu ERT Wall firing - front firing 859 9040Filterable Particulate 2.47E-02 lb/MMBtu Part II Tangential firing 386 4094Filterable Particulate 2.53E-02 lb/MMBtu Part II Wall firing - front firing 383.5 3984Filterable Particulate 2.63E-02 lb/MMBtu Part II Wall firing - front firing 841 8650Filterable Particulate 2.78E-02 lb/MMBtu Part II Tangential firing 190 1850Filterable Particulate 3.21E-02 lb/MMBtu ERT Tangential firing 408 4900Filterable Particulate 2.65E-02 lb/MMBtu ERT Wall firing - front firing 375 4000Filterable Particulate 3.17E-02 lb/MMBtu Part II Wall firing - unspecified 737 6650Filterable Particulate 3.80E-02 lb/MMBtu ERT Wall firing - front firing 289 3260Filterable Particulate 3.25E-02 lb/MMBtu Part II Wall firing - front firing 289 3260Filterable Particulate 3.48E-02 lb/MMBtu Part II Wall firing - front firing 45 450Filterable Particulate 5.09E-02 lb/MMBtu ERTBDL Report_id

(Part II) Count of

Runs Count of

Methods Submittal

_ID (ERT) MaxOfEF_

Changed Submitted

_EF (lb/MMBt u) AvgOf1mg Config_he

at_rate_M MBtu/M Wh 0 PM-4 3 0 1.03E-03 1.40E-03 9.6 0 PPE03 2009 6 6 1.33E-03 1.33E-03 10.1 0 PPE01 2006 6 6 1.50E-03 1.50E-03 10.2 No 3 3 1000 1.57E-03 1.57E-03 10.0 No 3 3 1001 3.16E-03 3.16E-03 9.4 0 PPE04 2007 6 6 3.33E-03 3.33E-03 10.1 0 PPE02 2007 6 6 7.17E-03 7.17E-03 10.2 No 3 3 1259 6.15E-03 6.15E-03 14.9 No 3 3 2004 1.34E-02 1.34E-02 10.5 0 PTF01 2007 6 6 1.78E-02 1.78E-02 9.5 No 6 6 1947 1.84E-02 1.84E-02 9.7 0 PTF02 2007 6 6 1.87E-02 1.87E-02 9.8 0 PMR 2 Compliance 2008 3 3 1.80E-02 1.80E-02 10.5 0 PCC 1 Particulate 20086 6 2.28E-02 2.28E-02 10.1 No 6 6 2292 2.30E-02 2.30E-02 10.1 0 032007 1 0 2.40E-02 10.0 0 N3_2009_PMNSB 3 3 2.73E-02 2.73E-02 9.0 No 6 6 2053 2.63E-02 2.63E-02 9.7 0 PMR 1 Compliance 2008 3 3 2.47E-02 2.47E-02 10.5 0 Particulate 50 4 4 2.53E-02 10.6 0 Particulate 30 4 4 2.63E-02 10.4 0 PMT 1 Particulate 2008 6 0 2.78E-02 2.78E-02 10.3 No 3 3 1949 3.21E-02 3.21E-02 9.7 No 6 6 1298 2.65E-02 2.65E-02 12.0 0 PCC 2 Particulate 20096 6 3.17E-02 3.17E-02 10.7 No 6 6 1295 3.80E-02 3.80E-02 9.0 0 PRV 4 Particulate 2008 6 6 3.25E-02 3.25E-02 11.3 0 PRV 3 Particulate 2007 6 6 3.48E-02 3.48E-02 11.3 No 3 3 2159 5.09E-02 5.09E-02 10.020 21 22 23 24

lb/MWh for UPL control_gro

up_1 control_type_1 install_date_1 control_group_2 control_ty pe_2
9.92E-03 PM control Electrostatic precipitator, cold side, w/o flue gas conditioning 12/01/78 1.35E-02 PM control Electrostatic precipitator, cold side, w/o flue gas conditioning 06/01/07 1.53E-02 PM control Electrostatic precipitator, cold side, w/o flue gas conditioning 02/01/06 1.57E-02 NOx control Selective Noncatalytic Reduction 10/01/95 PM control Electrostatic precipitator, cold side, w/o flue gas conditioning 2.97E-02 NOx control Selective Noncatalytic Reduction 10/01/08PM control Electrostatic precipitator, hot side, w/o flue gas conditioning 3.38E-02 PM control Electrostatic precipitator, cold side, w/o flue gas conditioning 05/01/07 7.29E-02 PM control Electrostatic precipitator, cold side, w/o flue gas conditioning 06/01/05 9.18E-02 1.41E-01 1.69E-01 PM control Multiple cyclone 04/01/67 1.79E-01 PM control Electrostatic precipitator, cold side, w/o flue gas conditioning 06/01/72 1.83E-01 PM control Multiple cyclone 04/01/68 1.89E-01 PM control Multiple cyclone 06/01/81 2.30E-01 PM control Multiple cyclone 04/01/65 2.33E-01 PM control Multiple cyclone 11/01/77 2.40E-01 2.46E-01 2.56E-01 PM control Electrostatic precipitator, cold side, w/o flue gas conditioning 04/01/74 2.60E-01 PM control Multiple cyclone 12/01/80 2.68E-01 2.73E-01 2.86E-01 PM control Multiple cyclone 10/01/76 3.12E-01 PM control Electrostatic precipitator, cold side, w/o flue gas conditioning 11/01/60 3.18E-01 3.38E-01 PM control Multiple cyclone 05/01/69 3.42E-01 3.67E-01 PM control Multiple cyclone 03/01/63 3.93E-01 PM control Multiple cyclone 05/01/62 5.09E-0125 26 27 28 29 30 31

install_dat e_2 control_group_3 control_ty pe_3 install_dat

e_3 control_group_4 control_ty pe_4 install_dat

e_4

06/01/62 08/01/5432 33 34 35 36 37 38 39 40

control_gr oup_5 control_ty

pe_5 install_dat

e_5 control_gr

oup_6 control_ty

pe_6 install_dat

e_6 control_gr

oup_7 control_ty

pe_7 install_dat

e_741 42 43 44 45 46 47 48 49

control_gr oup_8 control_ty

pe_8 install_dat

e_8 control_gr

oup_9 control_ty

pe_9 install_dat

e_9 control_gr

oup_10 control_ty

pe_10 install_dat

e_1050 51 52 53 54 55

control_gr oup_11 control_ty

pe_11 install_dat

e_11 control_gr

oup_12 control_ty

pe_12 install_dat

e_12facility_name Reason_for_Removal as top ranked unit for fPM new source floor facility_ID boiler_id 1588_7 Mystic Generating Station The submitted test results with the lowest emission rate for Mystic Unit 7 were associated with a performance test at approximately 25 percent of full capacity. After removal of this test, Mystic was no longer ranked as the best performing source in the subcategory. 15887 1588_7 Mystic Generating Station Removal of the lowest test for Mystic, made Port Everglades Unit 3, the best performer. 15887 1588_7 Mystic Generating Station Exclusion of the low load test is consistent with the provisions of §63.10007(a)(2) which state," If you conduct performance testing with test methods in lieu of continuous monitoring, operate the unit at maximum normal operating load conditions during each periodic (e.g., quarterly) performance test. Maximum normal operating load will be generally between 90 and 110 percent of design capacity but should be representative of site specific normal operations during each test run." All other tests submitted for Mystic were at significantly higher loads than the excluded test. 15887 1588_7 Mystic Generating Station 15887 617_PPE3 Port Everglades New Source Floor Unit 617 PPE3 617_PPE3 Port Everglades 617 PPE3 617_PPE3 Port Everglades 617 PPE3 617_PPE3 Port Everglades 617 PPE3 617_PPE1 Port Everglades 617 PPE1 617_PPE1 Port Everglades 617 PPE1 617_PPE1 Port Everglades 617 PPE1 617_PPE1 Port Everglades 617 PPE1 548_2 Norwalk - Norwalk Power LLC 5482 562_2 Middletown 5622 617_PPE4 Port Everglades 617 PPE4 617_PPE4 Port Everglades 617 PPE4 617_PPE4 Port Everglades 617 PPE4 617_PPE4 Port Everglades 617 PPE4 617_PPE2 Port Everglades 617 PPE2 617_PPE2 Port Everglades 617 PPE2 617_PPE2 Port Everglades 617 PPE2 617_PPE2 Port Everglades 617 PPE2 2493_60 East River 249360 2493_60 East River 249360 8906_40 Astoria Generating Station 890640 8906_40 Astoria Generating Station 890640 8906_40 Astoria Generating Station 890640 621_PTF1 Turkey Point 621 PTF1 621_PTF1 Turkey Point 621 PTF1 621_PTF1 Turkey Point 621 PTF1 621_PTF1 Turkey Point 621 PTF1 621_PTF1 Turkey Point 621 PTF1 621_PTF1 Turkey Point 621 PTF1 2516_3 Northport 25163 621_PTF2 Turkey Point 621 PTF2 621_PTF2 Turkey Point 621 PTF2 621_PTF2 Turkey Point 621 PTF2 621_PTF2 Turkey Point 621 PTF2 621_PTF2 Turkey Point 621 PTF2 621_PTF2 Turkey Point 621 PTF2 6043_PMR2 Martin 6043 PMR2 6043_PMR2 Martin 6043 PMR2 6043_PMR2 Martin 6043 PMR2 6043_PMR2 Martin 6043 PMR26043_PMR2 Martin 6043 PMR2

6043_PMR2 Martin 6043 PMR2 609_PCC1 Cape Canaveral 609 PCC1 609_PCC1 Cape Canaveral 609 PCC1 609_PCC1 Cape Canaveral 609 PCC1 609_PCC1 Cape Canaveral 609 PCC1 609_PCC1 Cape Canaveral 609 PCC1 6042_PMT2 Manatee 6042 PMT2 6042_PMT2 Manatee 6042 PMT2 6042_PMT2 Manatee 6042 PMT2 6042_PMT2 Manatee 6042 PMT2 6042_PMT2 Manatee 6042 PMT2 6042_PMT2 Manatee 6042 PMT2 2493_70 East River 249370 667_3 Northside Generating Station 6673 667_3 Northside Generating Station 6673 667_3 Northside Generating Station 6673 667_3 Northside Generating Station 6673 667_3 Northside Generating Station 6673 667_3 Northside Generating Station 6673 667_3 Northside Generating Station 6673 667_3 Northside Generating Station 6673 667_3 Northside Generating Station 6673 667_3 Northside Generating Station 6673 667_3 Northside Generating Station 6673 2516_2 Northport 25162 6043_PMR1 Martin 6043 PMR1 6043_PMR1 Martin 6043 PMR1 6043_PMR1 Martin 6043 PMR1 6043_PMR1 Martin 6043 PMR1 6043_PMR1 Martin 6043 PMR1 6043_PMR1 Martin 6043 PMR1 8906_50 Astoria Generating Station 890650 8906_30 Astoria Generating Station 890630 6042_PMT1 Manatee 6042 PMT1 6042_PMT1 Manatee 6042 PMT1 6042_PMT1 Manatee 6042 PMT1 6042_PMT1 Manatee 6042 PMT1 6042_PMT1 Manatee 6042 PMT1 6042_PMT1 Manatee 6042 PMT1 2517_4 Port Jefferson 25174 2050_1 Baxter Wilson 20501 609_PPC2 Cape Canaveral 609 PPC2 609_PPC2 Cape Canaveral 609 PPC2 609_PPC2 Cape Canaveral 609 PPC2 609_PPC2 Cape Canaveral 609 PPC2 609_PPC2 Cape Canaveral 609 PPC28054_1 Gerald Andrus 80541

619_PRV4 Riviera 619 PRV4 619_PRV4 Riviera 619 PRV4 619_PRV4 Riviera 619 PRV4 619_PRV4 Riviera 619 PRV4 619_PRV4 Riviera 619 PRV4 619_PRV3 Riviera 619 PRV3 619_PRV3 Riviera 619 PRV3 619_PRV3 Riviera 619 PRV3 619_PRV3 Riviera 619 PRV3 619_PRV3 Riviera 619 PRV3 715_1 McManus 715 1configurat

ion_id compoun

d EF_1mg Final_EF_

Units From Report_id CountOfR uns Submittal_I

D_ERT lb/MMBtu 7 Filterable Particulate 1.03E-03 lb/MMBtu Part II PM-4 3 1.03E-03 7 Filterable Particulate 3.67E-03 lb/MMBtu Part II PM-3 3 3.67E-03 7 Filterable Particulate 4.33E-03 lb/MMBtu Part II PM-1 3 4.33E-03 7 Filterable Particulate 8.33E-03 lb/MMBtu Part II PM-2 3 8.33E-03 PPE03 Filterable Particulate 1.33E-03 lb/MMBtu Part II PPE03 2009 6 1.33E-03 PPE03 Filterable Particulate 2.26E-03 lb/MMBtu ERT 6 2285 2.26E-03 PPE03 Filterable Particulate 7.50E-03 lb/MMBtu Part II PPE03 2007 6 7.50E-03 PPE03 Filterable Particulate 1.07E-02 lb/MMBtu Part II PPE03 2008 6 1.07E-02 PPE01 Filterable Particulate 1.50E-03 lb/MMBtu Part II PPE01 2006 6 1.50E-03 PPE01 Filterable Particulate 2.33E-03 lb/MMBtu Part II PPE01 2009 6 2.33E-03 PPE01 Filterable Particulate 2.18E-02 lb/MMBtu Part II PPE01 2008 5 2.18E-02 PPE01 Filterable Particulate 2.45E-02 lb/MMBtu Part II PPE01 2007 6 2.45E-02 2 Filterable Particulate 1.57E-03 lb/MMBtu ERT 3 1000 1.57E-03 2 Filterable Particulate 3.16E-03 lb/MMBtu ERT 3 1001 3.16E-03 PPE04 Filterable Particulate 3.33E-03 lb/MMBtu Part II PPE04 2007 6 3.33E-03 PPE04 Filterable Particulate 3.99E-03 lb/MMBtu ERT 6 2286 3.99E-03 PPE04 Filterable Particulate 9.50E-03 lb/MMBtu Part II PPE04 2009 6 9.50E-03 PPE04 Filterable Particulate 1.02E-02 lb/MMBtu Part II PPE04 2008 6 1.02E-02 PPE02 Filterable Particulate 7.17E-03 lb/MMBtu Part II PPE02 2007 6 7.17E-03 PPE02 Filterable Particulate 8.33E-03 lb/MMBtu Part II PPE02 2009 6 8.33E-03 PPE02 Filterable Particulate 1.35E-02 lb/MMBtu Part II PPE02 2006 6 1.35E-02 PPE02 Filterable Particulate 1.75E-02 lb/MMBtu Part II PPE02 2008 6 1.75E-02 60 Filterable Particulate 6.15E-03 lb/MMBtu ERT 3 1259 6.15E-03 60 Filterable Particulate 2.70E-02 lb/MMBtu Part II 022007 1 A-S0003 Filterable Particulate 1.34E-02 lb/MMBtu ERT 3 2004 1.34E-02 A-S0003 Filterable Particulate 1.58E-02 lb/MMBtu ERT 3 2006 1.58E-02 A-S0003 Filterable Particulate 2.77E-02 lb/MMBtu Part II Particulate 40 4 PTF01 Filterable Particulate 1.78E-02 lb/MMBtu Part II PTF01 2007 6 1.78E-02 PTF01 Filterable Particulate 2.56E-02 lb/MMBtu ERT 6 2287 2.56E-02 PTF01 Filterable Particulate 3.63E-02 lb/MMBtu Part II PTF01 2006 6 3.63E-02 PTF01 Filterable Particulate 4.17E-02 lb/MMBtu Part II PTF01 2008 6 4.17E-02 PTF01 Filterable Particulate 4.93E-02 lb/MMBtu Part II PTF01 2009 6 4.93E-02 PTF01 Filterable Particulate 5.33E-02 lb/MMBtu Part II PTF01 2005 6 5.33E-02 Unit3 Filterable Particulate 1.84E-02 lb/MMBtu ERT 6 1947 1.84E-02 PTF02 Filterable Particulate 1.87E-02 lb/MMBtu Part II PTF02 2007 6 1.87E-02 PTF02 Filterable Particulate 2.28E-02 lb/MMBtu ERT 6 2288 2.28E-02 PTF02 Filterable Particulate 2.68E-02 lb/MMBtu Part II PTF02 2006 6 2.68E-02 PTF02 Filterable Particulate 3.40E-02 lb/MMBtu Part II PTF02 2005 6 3.40E-02 PTF02 Filterable Particulate 3.72E-02 lb/MMBtu Part II PTF02 2008 6 3.72E-02 PTF02 Filterable Particulate 4.02E-02 lb/MMBtu Part II PTF02 2009 6 4.02E-02 PMR02 Filterable Particulate 1.80E-02 lb/MMBtu Part II PMR 2 Compliance 2008 3 1.80E-02 PMR02 Filterable Particulate 2.12E-02 lb/MMBtu ERT 6 2290 2.12E-02 PMR02 Filterable Particulate 2.73E-02 lb/MMBtu Part II PMR 2 Compliance 2007 3 2.73E-02 PMR02 Filterable Particulate 2.90E-02 lb/MMBtu Part II PMR 2 Compliance 2006 3 2.90E-02PMR02 Filterable Particulate 3.37E-02 lb/MMBtu Part II PMR 2 Compliance 2009 3 3.37E-02 PMR02 Filterable Particulate 3.90E-02 lb/MMBtu Part II PMR 2 Compliance 2005 3 3.90E-02 PCC01 Filterable Particulate 2.28E-02 lb/MMBtu Part II PCC 1 Particulate 2008 6 2.28E-02 PCC01 Filterable Particulate 2.62E-02 lb/MMBtu Part II PCC 1 Particulate 2009 6 2.62E-02 PCC01 Filterable Particulate 3.12E-02 lb/MMBtu Part II PCC 1 Particulate 2005 6 3.12E-02 PCC01 Filterable Particulate 4.30E-02 lb/MMBtu Part II PCC 1 Particulate 2007 6 4.30E-02 PCC01 Filterable Particulate 5.32E-02 lb/MMBtu Part II PCC 1 Particulate 2006 6 5.32E-02 PMT02 Filterable Particulate 2.30E-02 lb/MMBtu ERT 6 2292 2.30E-02 PMT02 Filterable Particulate 2.85E-02 lb/MMBtu Part II PMT 2 Particulate 2008 6 2.85E-02 PMT02 Filterable Particulate 3.02E-02 lb/MMBtu Part II PMT 2 Particulate 2005 6 3.02E-02 PMT02 Filterable Particulate 3.95E-02 lb/MMBtu Part II PMT 2 Particulate 2009 6 3.95E-02 PMT02 Filterable Particulate 4.20E-02 lb/MMBtu Part II PMT Particulate 20076 4.20E-02 PMT02 Filterable Particulate 4.40E-02 lb/MMBtu Part II PMT 2 Pariculate 2006 6 4.40E-02 70 Filterable Particulate 2.40E-02 lb/MMBtu Part II 032007 1 3 Filterable Particulate 2.73E-02 lb/MMBtu Part II N3_2009_PMNSB 3 2.73E-02 3 Filterable Particulate 3.93E-02 lb/MMBtu Part II N3_2008_PMNSB 3 3.93E-02 3 Filterable Particulate 4.43E-02 lb/MMBtu ERT 6 2186 4.43E-02 3 Filterable Particulate 4.47E-02 lb/MMBtu Part II N3_2008_PMSB 3 4.47E-02 3 Filterable Particulate 5.20E-02 lb/MMBtu Part II N3_2006_PMNSB 3 5.20E-02 3 Filterable Particulate 5.30E-02 lb/MMBtu Part II N3_2007_PMNSB 3 5.30E-02 3 Filterable Particulate 6.00E-02 lb/MMBtu Part II N3_2007_PMSB 3 6.00E-02 3 Filterable Particulate 7.27E-02 lb/MMBtu Part II N3_2009_PMSB 3 7.27E-02 3 Filterable Particulate 8.07E-02 lb/MMBtu Part II N3_2005_PMNSB 3 8.07E-02 3 Filterable Particulate 1.42E-01lb/MMBtu Part II N3_2006_PMSB 3 1.42E-01 3 Filterable Particulate 1.43E-01lb/MMBtu Part II N3_2005_PMSB 3 1.43E-01 Unit2 Filterable Particulate 2.63E-02 lb/MMBtu ERT 6 2053 2.63E-02 PMR01 Filterable Particulate 2.47E-02 lb/MMBtu Part II PMR 1 Compliance 2008 3 2.47E-02 PMR01 Filterable Particulate 2.77E-02 lb/MMBtu ERT 6 2289 2.77E-02 PMR01 Filterable Particulate 3.30E-02 lb/MMBtu Part II PMR 1 Compliance 2005 3 3.30E-02 PMR01 Filterable Particulate 3.70E-02 lb/MMBtu Part II PMR 1 Compliance 2007 3 3.70E-02 PMR01 Filterable Particulate 3.83E-02 lb/MMBtu Part II PMR 1 Compliance 2006 3 3.83E-02 PMR01 Filterable Particulate 4.13E-02 lb/MMBtu Part II PMR 1 Compliance 2009 3 4.13E-02 A-S0004 Filterable Particulate 2.53E-02 lb/MMBtu Part II Particulate 50 4 A-S0002 Filterable Particulate 2.63E-02 lb/MMBtu Part II Particulate 30 4 PMT01 Filterable Particulate 2.78E-02 lb/MMBtu Part II PMT 1 Particulate 2008 6 2.78E-02 PMT01 Filterable Particulate 2.97E-02 lb/MMBtu Part II PMT 1 Particulate 2007 6 2.97E-02 PMT01 Filterable Particulate 3.32E-02 lb/MMBtu Part II PMT 1 Particulate 2009 6 3.32E-02 PMT01 Filterable Particulate 3.52E-02 lb/MMBtu ERT 6 2291 3.52E-02 PMT01 Filterable Particulate 4.32E-02 lb/MMBtu Part II PMT 1 Particulate 2005 6 4.32E-02 PMT01 Filterable Particulate 4.78E-02 lb/MMBtu Part II PMT 1 Particulate 2006 4.78E-02 Unit4 Filterable Particulate 3.21E-02 lb/MMBtu ERT 3 1949 3.21E-02 001 Filterable Particulate 2.65E-02 lb/MMBtu ERT 6 1298 2.65E-02 PCC02 Filterable Particulate 3.17E-02 lb/MMBtu Part II PCC 2 Particulate 2009 6 3.17E-02 PCC02 Filterable Particulate 3.85E-02 lb/MMBtu Part II PCC 2 Particulate 2008 6 3.85E-02 PCC02 Filterable Particulate 3.98E-02 lb/MMBtu Part II PCC 2 Particulate 2007 6 3.98E-02 PCC02 Filterable Particulate 3.98E-02 lb/MMBtu Part II PCC 2 Particulate 2005 6 3.98E-02 PCC02 Filterable Particulate 5.37E-02 lb/MMBtu Part II PCC 2 Particulate 2006 6 5.37E-02001 Filterable Particulate 3.80E-02 lb/MMBtu ERT 6 1295 3.80E-02 PRV04 Filterable Particulate 3.25E-02 lb/MMBtu Part II PRV 4 Particulate 2008 6 3.25E-02 PRV04 Filterable Particulate 3.90E-02 lb/MMBtu Part II PRV 4 Particulate 2009 6 3.90E-02 PRV04 Filterable Particulate 3.92E-02 lb/MMBtu Part II PRV 4 Particulate 2005 6 3.92E-02 PRV04 Filterable Particulate 4.50E-02 lb/MMBtu Part II PRV 4 Particulate 2007 6 4.50E-02 PRV04 Filterable Particulate 5.88E-02 lb/MMBtu Part II PRV 4 Particulate 2006 6 5.88E-02 PRV03 Filterable Particulate 3.48E-02 lb/MMBtu Part II PRV 3 Particulate 2007 6 3.48E-02 PRV03 Filterable Particulate 3.55E-02 lb/MMBtu Part II PRV 3 Particulate 2008 6 3.55E-02 PRV03 Filterable Particulate 4.10E-02 lb/MMBtu Part II PRV 3 Particulate 2005 6 4.10E-02 PRV03 Filterable Particulate 5.43E-02 lb/MMBtu Part II PRV 3 Particulate 2009 6 5.43E-02 PRV03 Filterable Particulate 5.78E-02 lb/MMBtu Part II PRV 3 Particulate 2006 6 5.78E-02 Unit 1 Filterable Particulate 5.09E-02 lb/MMBtu ERT 3 2159 5.09E-02Config_heat_r

ate_MMBtu/ MWh UPL

lb/MWh fPM_Min_lb_

per_MWh_Ra nk 9.6 9.96E-03 1 Test was conducted at 25% of full load. 9.6 3.53E-02 1 Test was conducted while burning >60% Natural Gas. 9.6 4.18E-02 1 9.6 8.03E-02 1 10.1 1.35E-02 2 10.1 2.29E-02 2 This test reflects an average of concurrent M29 and OTM27 Runs. 10.1 7.59E-02 2 10.1 1.08E-01 2 10.2 1.53E-02 3 10.2 2.37E-02 3 10.2 2.22E-01 3 10.2 2.49E-01 3 10.0 1.57E-02 4 9.4 2.97E-02 5 10.1 3.38E-02 6 10.1 4.04E-02 6 10.1 9.62E-02 6 10.1 1.03E-01 6 10.2 7.29E-02 7 10.2 8.48E-02 7 10.2 1.37E-01 7 10.2 1.78E-01 7 14.9 9.18E-02 8 14.9 0.00E+00 8 10.5 1.41E-01 9 10.5 1.66E-01 9 10.5 0.00E+00 9 9.5 1.69E-01 10 9.5 2.43E-01 10 9.5 3.45E-01 10 9.5 3.96E-01 10 9.5 4.69E-01 10 9.5 5.07E-01 10 9.7 1.79E-01 11 9.8 1.83E-01 12 9.8 2.24E-01 12 9.8 2.64E-01 12 9.8 3.34E-01 12 9.8 3.65E-01 12 9.8 3.95E-01 12 10.5 1.89E-01 13 10.5 2.24E-01 13 10.5 2.88E-01 13 10.5 3.05E-01 1310.5 3.54E-01 13

10.5 4.10E-01 13 10.1 2.30E-01 14 10.1 2.64E-01 14 10.1 3.14E-01 14 10.1 4.33E-01 14 10.1 5.36E-01 14 10.1 2.33E-01 15 10.1 2.89E-01 15 10.1 3.06E-01 15 10.1 4.00E-01 15 10.1 4.25E-01 15 10.1 4.46E-01 15 10.0 0.00E+00 16 9.0 2.46E-01 17 9.0 3.55E-01 17 9.0 4.00E-01 17 9.0 4.03E-01 17 9.0 4.69E-01 17 9.0 4.78E-01 17 9.0 5.42E-01 17 9.0 6.56E-01 17 9.0 7.28E-01 17 9.0 1.28E+00 17 9.0 1.29E+00 17 9.7 2.56E-01 18 10.5 2.60E-01 19 10.5 2.92E-01 19 10.5 3.47E-01 19 10.5 3.89E-01 19 10.5 4.03E-01 19 10.5 4.35E-01 19 10.6 0.00E+00 20 10.4 0.00E+00 21 10.3 2.86E-01 22 10.3 3.05E-01 22 10.3 3.41E-01 22 10.3 3.63E-01 22 10.3 4.44E-01 22 10.3 4.92E-01 22 9.7 3.12E-01 23 12.0 3.18E-01 24 10.7 3.38E-01 25 10.7 4.11E-01 25 10.7 4.25E-01 25 10.7 4.25E-01 25 10.7 5.72E-01 259.0 3.42E-01 26

11.3 3.67E-01 27 11.3 4.40E-01 27 11.3 4.42E-01 27 11.3 5.08E-01 27 11.3 6.64E-01 27 11.3 3.93E-01 28 11.3 4.00E-01 28 11.3 4.62E-01 28 11.3 6.13E-01 28 11.3 6.52E-01 28 10.0 5.09E-01 29Runs 617 Port Everglades PPE3 1 1.35E-02 2 2.29E-02 3 7.59E-02 4 1.08E-01 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 Emissions

26 27 28 29 30 31 32 33 34 35 Testing Normality Raw Data Sample Size 4.00 Kurtosis -3.42 SE Kurtosis 1.29 Result Kurtosis non normal Skewness 0.39 SE Skewness 1.01 RESULT Result Skewness normal non normal ### Make sure that kurtosis and skewness are copied in "Calculations for Template", in cells H14 and H12 respectivelyni = number test runs = 4 0 0 0 0 0 0 0 0 0 0

Total Number of sources = 1 n =Total # test runs = 4

3

This step is for QC only: means 0.05509 #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0!

0.06 Mean = 

##  2 2 1 11 n i i s x X n   



##  1 1 1 i n N ij i j X x n    

### 

1 1 n m 

2 1 1 s n m        1 1 N i i df n

         

## 

2 1 1

s n m        1 1 i n i ik

k i x x n   

##  1

N i i n

 

###  N

Pooled Variance = 0.0020

m= number future runs = 1
Term1 1.2500

Term2 0.0025

Squared root Term2 0.050011833



##  2 2 1 11 n i i s x X n   



##  1 1 1 i n N ij i j X x n    

### 

1 1 n m 

2 1 1 s n m        1 1 N i i df n

         

## 

2 1 1

s n m        1 1 i n i ik

k i x x n   

##  1

N i i n

 

###  NNOTE: the pvalue for the t-statistic is calculated as: 2*alpha, where 1-alpha is desired confidence, so if 99% confidence is desired then alpha=0.01 and 2*alpha=2*(0.01)

t-statistic = quantile t-distribution with df degrees of freedom at .99 confidence level = 4.540703

4 0.127022

97.84% Conclusion interval of differences for t-values used 0.41 6.160702858 Adjusted UPL for skewness and kurtosis for all sample size 3.63E-01 3xRDL, 4dscm sample volume from prom lb/MW Confidence Level is not 99%, Go to recalculate tab to fix the Confidence Level

new t-statistic from tab Recalculate t-statistic Adjustment for non-normality (skewness and kurtosis) for any sample size in particular for small samples a) n = number of test-runs = b) Calculate u0

Current Confidence Level is 2 1 0 1 1 u t n  

 df t 2 1 1 s n m       

2
, 1 1 df p X t s n m

   

    3xRDL, 4dscm sample volume from prom 6.40E-03 lb/MW Floor Value 3.63E-01 lb/MW df t 2 1 1 s n m       

2
, 1 1 df p X t s n m

   

   ### Make sure that kurtosis and skewness are copied in "Calculations for Template", in cells H14 and H12 respectivelyComments Original Data Use Run in UPL Calc? Grade Part II No Do Not Use; Tests were conducted prior to installation of ESP. Tests were excluded from floor analysis. Part II No Do Not Use; Tests were conducted prior to installation of ESP. Tests were excluded from floor analysis. Part II No Do Not Use; Tests were conducted prior to installation of ESP. Tests were excluded from floor analysis. Part II No Do Not Use; Tests were conducted prior to installation of ESP. Tests were excluded from floor analysis. Part II No Do Not Use; Tests were conducted prior to installation of ESP. Tests were excluded from floor analysis. Part II No Do Not Use; Tests were conducted prior to installation of ESP. Tests were excluded from floor analysis. Burning 37% oil and 63% gas Part II No Do Not Use Burning 38% oil and 62% gas Part II No Do Not Use Burning 0% oil and 100% gas Part II No Do Not Use All 3 Runs were at approximately 25% of full capacity. These 3 runs composed the lowest stack test reported for continental oil units. However, the unit load of 25% is not comparable to other the other full load tests submitted in the ICR. Without this test Mystic was not the top rated unit. Part II No Do Not Use All 3 Runs were at approximately 25% of full capacity. These 3 runs composed the lowest stack test reported for continental oil units. However, the unit load of 25% is not comparable to other the other full load tests submitted in the ICR. Without this test Mystic was not the top rated unit. Part II No Do Not Use All 3 Runs were at approximately 25% of full capacity. These 3 runs composed the lowest stack test reported for continental oil units. However, the unit load of 25% is not comparable to other the other full load tests submitted in the ICR. Without this test Mystic was not the top rated unit. Part II No Do Not Use
These tests were conducted prior to the ESP installation and are not representative of the current level of control being achieved by this unit. Part II No Do Not Use These tests were conducted prior to the ESP installation and are not representative of the current level of control being achieved by this unit. Part II No Do Not Use These tests were conducted prior to the ESP installation and are not representative of the current level of control being achieved by this unit. Part II No Do Not Use These tests were conducted prior to the ESP installation and are not representative of the current level of control being achieved by this unit. Part II No Do Not Use These tests were conducted prior to the ESP installation and are not representative of the current level of control being achieved by this unit. Part II No Do Not Use These tests were conducted prior to the ESP installation and are not representative of the current level of control being achieved by this unit. Part II No Do Not Use These tests were conducted prior to the ESP installation and are not representative of the current level of control being achieved by this unit. Part II No Do Not Use These tests were conducted prior to the ESP installation and are not representative of the current level of control being achieved by this unit. Part II No Do Not Use These tests were conducted prior to the ESP installation and are not representative of the current level of control being achieved by this unit. Part II No Do Not Use These tests were conducted prior to the ESP installation and are not representative of the current level of control being achieved by this unit. Part II No Do Not Use These tests were conducted prior to the ESP installation and are not representative of the current level of control being achieved by this unit. Part II No Do Not Use These tests were conducted prior to the ESP installation and are not representative of the current level of control being achieved by this unit. Part II No Do Not Use Part II Yes A Part II Yes A Part II Yes A Part II Yes A Part II Yes A Part II Yes A

RTIPart II Yes A Part II Yes A Part II Yes A Part II Yes A Part II Yes A Part II Yes A Part II Yes A Part II Yes A Part II Yes A Part II Yes A Part II Yes A Part II Yes A

ERT Yes A ERT Yes A ERT Yes A ERT Yes A ERT Yes A ERT Yes AConversions 1 ppm SO2= 1.66E-07 1 ppm Hg= 5.20E-07 1000 mg= 1 1000000 ug= 1 454 g= 1 1 m^3= 35.3145 200.59 Hg molecular weight 64.06 SO2 molecular weight Table 19-2 Fd Fw Fuel Type dscf/MMBtu wscf/MMBtu Coal Anthracite 10100 10540 Bituminous 9780 10640 Lignite 9860 11950 Oil 9190 10320 Subbituminous 9820 Petroleum Coke 9830 QA CalcsColumn 1 Column 2 Column 3 Column 4 Column Source==> 44 44 Mystic Runs to Tests Test Avgs for UPL R1 R2 Test_IDs lb/MW lb/MW lb/MW 3_fPM_T4 9.956E-03 2.1E-02 3.9E-03 3_fPM_T3 3.5E-02 3.9E-02 3.9E-02 3_fPM_T1 4.2E-02 3.9E-02 3.9E-02 3_fPM_T2 8.0E-02 9.6E-02 7.7E-02 Column Source==> 13 13 Port Everglades Runs to Tests Test Avgs for UPL R1 R2 Test_IDs Test Avg lb/MW Run lb/MW Run lb/MW 3_fPM_T5 1.35E-02 1.0E-02 1.0E-02 3_fPM_T6 2.29E-02 1.52E-02 1.02E-02 3_fPM_T3 7.60E-02 8.1E-02 8.1E-02 3_fPM_T4 1.08E-01 8.1E-02 1.1E-01 3_fPM_T1 3.55E-01 5.0E-01 2.5E-01 3_fPM_T2 7.78E-01 9.4E-01 1.1E+00QA of "1 x MDL" Calculation Function in Cell R11

Term in Row 11, Column R ==> IF(BM11<>"",ROUND((BM11-BL11)*24,0),1) Purpose of Term===>

Use1in this QA Calc to determine the MDL for a 1 This function determines the duration of the run. If the start time was not provided, the function returns a duration of 1 hour. For a 1 hour run the assumed sample volume is 1 dscm. The units of measure of this term are therefore dscm.Anthracite Bituminous Lignite Oil Pet Coke Subbituminous

Key Facility_Nam

e Facility_ID Boiler_ID Fuel1 Used Fuel1 Fraction 3_fPM_T1_R1 Mystic 1588 7Oil 3_fPM_T1_R2 Mystic 1588 7Oil 3_fPM_T1_R3 Mystic 1588 7Oil 3_fPM_T2_R1 Mystic 1588 7Oil 3_fPM_T2_R2 Mystic 1588 7Oil 3_fPM_T2_R3 Mystic 1588 7Oil 3_fPM_T3_R1 Mystic 1588 7Oil 3_fPM_T3_R2 Mystic 1588 7Oil 3_fPM_T3_R3 Mystic 1588 7Oil 3_fPM_T4_R1 Mystic 1588 7Oil 3_fPM_T4_R2 Mystic 1588 7Oil 3_fPM_T4_R3 Mystic 1588 7Oil
3_fPM_T1_R1 Port Everglades 617 PPE3 Number 6 Fuel Oil 100% 3_fPM_T1_R2 Port Everglades 617 PPE3 Number 6 Fuel Oil 100% 3_fPM_T1_R3 Port Everglades 617 PPE3 Number 6 Fuel Oil 100% 3_fPM_T1_R4 Port Everglades 617 PPE3 Number 6 Fuel Oil 100% 3_fPM_T1_R5 Port Everglades 617 PPE3 Number 6 Fuel Oil 100% 3_fPM_T1_R6 Port Everglades 617 PPE3 Number 6 Fuel Oil 100% 3_fPM_T2_R1 Port Everglades 617 PPE3 Number 6 Fuel Oil 100% 3_fPM_T2_R2 Port Everglades 617 PPE3 Number 6 Fuel Oil 100% 3_fPM_T2_R3 Port Everglades 617 PPE3 Number 6 Fuel Oil 100% 3_fPM_T2_R4 Port Everglades 617 PPE3 Number 6 Fuel Oil 100% 3_fPM_T2_R5 Port Everglades 617 PPE3 Number 6 Fuel Oil 100% 3_fPM_T2_R6 Port Everglades 617 PPE3 Number 6 Fuel Oil 100% 3_fPM_T3_R1 Port Everglades 617 PPE3 Number 6 Fuel Oil 100% 3_fPM_T3_R2 Port Everglades 617 PPE3 Number 6 Fuel Oil 100% 3_fPM_T3_R3 Port Everglades 617 PPE3 Number 6 Fuel Oil 100% 3_fPM_T3_R4 Port Everglades 617 PPE3 Number 6 Fuel Oil 100% 3_fPM_T3_R5 Port Everglades 617 PPE3 Number 6 Fuel Oil 100% 3_fPM_T3_R6 Port Everglades 617 PPE3 Number 6 Fuel Oil 100%3_fPM_T4_R1 Port Everglades 617 PPE3 Number 6 Fuel Oil 100%

3_fPM_T4_R2 Port Everglades 617 PPE3 Number 6 Fuel Oil 100% 3_fPM_T4_R3 Port Everglades 617 PPE3 Number 6 Fuel Oil 100% 3_fPM_T4_R4 Port Everglades 617 PPE3 Number 6 Fuel Oil 100% 3_fPM_T4_R5 Port Everglades 617 PPE3 Number 6 Fuel Oil 100% 3_fPM_T4_R6 Port Everglades 617 PPE3 Number 6 Fuel Oil 100% 3_fPM_T5_R1 Port Everglades 617 PPE3 Number 6 Fuel Oil 100% 3_fPM_T5_R2 Port Everglades 617 PPE3 Number 6 Fuel Oil 100% 3_fPM_T5_R3 Port Everglades 617 PPE3 Number 6 Fuel Oil 100% 3_fPM_T5_R4 Port Everglades 617 PPE3 Number 6 Fuel Oil 100% 3_fPM_T5_R5 Port Everglades 617 PPE3 Number 6 Fuel Oil 100% 3_fPM_T5_R6 Port Everglades 617 PPE3 Number 6 Fuel Oil 100%

3_fPM_T6_R1 Port Everglades 617 PPE3 Oil, Residual 100% 3_fPM_T6_R2 Port Everglades 617 PPE3 Oil, Residual 100% 3_fPM_T6_R3 Port Everglades 617 PPE3 Oil, Residual 100% 3_fPM_T6_R4 Port Everglades 617 PPE3 Oil, Residual 100% 3_fPM_T6_R5 Port Everglades 617 PPE3 Oil, Residual 100% 3_fPM_T6_R6 Port Everglades 617 PPE3 Oil, Residual 100%lb/scf

lb/scf g g lb ft^3

Fc scf/MMBtu 1970 1800 1910 1420 1840 1850Column 5 Column 6 Column 7 Column 8 Column 9 Column 10

44 44 44 44 44 44 R3 R4 R5 R6 R7 R8 lb/MW lb/MW lb/MW lb/MW lb/MW lb/MW 4.8E-03 2.9E-02 8.1E-02 8.1E-02 6.1E-02 4.8E-02 2.2E-01 3.1E-01 6.3E-01 6.7E-02 6.4E-01 1.1E+00 6.4E-01
13 13 13 13 13 13 R3 R4 R5 R6 R7 R8 Run lb/MW Run lb/MW Run lb/MW Run lb/MW lb/MW lb/MW 2.0E-02 1.0E-02 2.0E-02 1.0E-02 1.18E-02 3.33E-02 3.78E-02 2.91E-02 7.1E-02 8.1E-02 8.1E-02 6.1E-02 1.2E-01 1.3E-01 1.1E-01 9.1E-02 2.1E-01 2.2E-01 3.1E-01 6.3E-01 2.3E-01 6.4E-01 1.1E+00 6.4E-01IF(BM11<>"",ROUND((BM11-BL11)*24,0),1) x 2.20462E-06*0.028317 x

constant constant

in this QA Calc to determine the MDL for a1mg catch weight.

mg fPM 2.20E-06lb fPM 0.028317 dscm flue gas 9190 dscm flue gas mg dscf flue gas This function determines the duration of the run. If the start time was not provided, the function returns a duration of 1 hour. For a 1 hour run the assumed sample volume is 1 dscm. The units of measure of this term are therefore dscm.Anthracite fPM 30B μg/dscm No

Bituminous Se M5 lb/dscf Yes Lignite Pb M5B ppm Oil Hg M29 ppm @ 3% O2 Pet Coke HCl OTM27 ppm @ 7% O2 Sub Bituminous SO2 26A Gas M6C RTI QA
Fuel2 Used Fuel2

Fraction "Fuel

Used/Fraction" Data Source Pollutant Reference Method Concentrati

on Concentr

ation UOM NonDetect? Part II fPM No Part II fPM No Part II fPM No Part II fPM No Part II fPM No Part II fPM No Gas Part II fPM Gas Part II fPM Gas Part II fPM Part II fPM Part II fPM Part II fPM

Part II fPM Method 17 Part II fPM Method 17 Part II fPM Method 17 Part II fPM Method 17 Part II fPM Method 17 Part II fPM Method 17 Part II fPM Method 17 Part II fPM Method 17 Part II fPM Method 17 Part II fPM Method 17 Part II fPM Method 17 Part II fPM Method 17 Part II fPM Method 17 Part II fPM Method 17 Part II fPM Method 17 Part II fPM Method 17 Part II fPM Method 17 Part II fPM Method 17 As SubmittedPart II fPM Method 17 Part II fPM Method 17 Part II fPM Method 17 Part II fPM Method 17 Part II fPM Method 17 Part II fPM Method 17 Part II fPM Method 17 Part II fPM Method 17 Part II fPM Method 17 Part II fPM Method 17 Part II fPM Method 17 Part II fPM Method 17

ERT fPM Method 29 1.31E-07lb/dscf All catches > 1 mg ERT fPM Method 29 8.74E-08lb/dscf All catches > 1 mg ERT fPM Method 29 1.01E-07lb/dscf All catches > 1 mg ERT fPM OTM - 27/28 2.88E-07lb/dscf All catches > 1 mg ERT fPM OTM - 27/28 3.25E-07lb/dscf All catches > 1 mg ERT fPM OTM - 27/28 2.50E-07lb/dscf All catches > 1 mgColumn 11 Column 12 Column 13 Column 14 Column 15 Column 16 ####### ########

44 44 R9 R10 lb/MW lb/MW Test_IDs 3_fPM_T4 25% Load 3_fPM_T3 65% Natural Gas 3_fPM_T1 3_fPM_T2
13 13 R9 R10 lb/MW lb/MW Test_IDs 3_fPM_T5 3_fPM_T6 3_fPM_T3 3_fPM_T4 3_fPM_T1 ESP installed after these tests were conducted. 3_fPM_T2 ESP installed after these tests were conducted.IF(AA11<>"",AA11,AK11) *20.9/IF(AC11<>"",(20.9-AC11),(20.9-6))

=ROUND((BM11-BL11)*24,0)*0.00000220462*0.028317*IF(AA11<>"",AA11,AK11)*20.9/IF(AC11<>"",(20.9-AC11),(20.9-$N$302)) 8.02E-04This is the line that shows implementation of the formula used in cells AA11. Select in the formula bar beside the "fx" symbol at the top of the Excel screen; then select the length of the formula in the formula bar. Then paste this formula into Cell A11. dscf flue gas 20.9%O2 = 8.02E-04lb fPM MMBtu 14.96 %O2 = MMBtu 6.0 %O2, default If the submittal specified an F factor the submitted value is used. If the submittal specified a %O2 the submitted value is used.

Otherwise, the default F factor for the submitted fuel type is used. Otherwise, the following default %O2 was used==>See Row 300 μg/dscm 2.20462E-09 lbs/μg 0.0283

for Explanation ppm 2.20462E-06 lb/mg of Terms in lb fPM/MMBtu lb/scf Rows 11 to 22

1 x MDL 1 x MDL UOM HAP Conversion Value to lbs HAP

Conversion UOM Volume

Conversion Value to cubic feet Reserve Reserve 8.02E-04 lb fPM/MMBtu 8.04E-04 lb fPM/MMBtu 8.11E-04 lb fPM/MMBtu 7.85E-04 lb fPM/MMBtu 7.84E-04 lb fPM/MMBtu 7.80E-04 lb fPM/MMBtu

7.36E-04 0 7.45E-04 0 7.45E-04 0 7.45E-04 0 7.36E-04 0 7.40E-04 0 7.01E-04 0 7.01E-04 0 6.97E-04 0 6.97E-04 0 6.97E-04 0 6.93E-04 0 6.93E-04 0 6.93E-04 0 6.93E-04 0 6.93E-04 0 6.97E-04 0 7.01E-04 0 1 mg fPM basis per EPA RTI-QA7.40E-04 0

7.36E-04 0 7.31E-04 0 7.27E-04 0 7.27E-04 0 7.36E-04 0 7.22E-04 0 7.18E-04 0 7.18E-04 0 7.14E-04 0 7.14E-04 0 7.14E-04 0

All catches > 1 mg All catches > 1 mg All catches > 1 mg All catches > 1 mg All catches > 1 mg All catches > 1 mgColumn 19 Column 20 Column 21 Column 22 Column 23 Column 24 Column 25=ROUND((BM11-BL11)*24,0)*0.00000220462*0.028317*IF(AA11<>"",AA11,AK11)*20.9/IF(AC11<>"",(20.9-AC11),(20.9-$N$302)) This is the line that shows implementation of the formula used in cells AA11. Select in the formula bar beside the "fx" symbol at the top of the Excel screen; then select the length of the formula in the formula bar. Then paste this formula into Cell A11.cm/cf lb/hr

Reserve Volume

Conversion UOM Submitted F

Factor Bws

(percent) %O2d %CO2d Emissio n Rate Value Emission Rate UOM Emission

Rate MDL 5.94 5.98 6.11 5.62 5.6 5.52 6.46 6.18 9.13 8.4 8.6 9 7.9 9 7.9

4.6 13.1 4.8 12.9 4.8 13 4.8 13 4.6 13 4.7 13 3.8 13.6 3.8 13.7 3.7 13.6 3.7 13.6 3.7 13.6 3.6 13.7 3.6 13.6 3.6 13.6 3.6 13.6 3.6 13.5 3.7 13.5 3.8 13.4 As Submitted4.7 13 4.6 13.1 4.5 13.1 4.4 13.2 4.4 13.2 4.6 13.2 4.3 13.2 4.2 13.4 4.2 13.3 4.1 13.3 4.1 13.3 4.1 13.3Using Available Representative Diluent Per CommentColumn 26 Column 27 Column 28 Column 29 ###### ###### ###### ######## ########This is the line that shows implementation of the formula used in cells AA11. Select in the formula bar beside the "fx" symbol at the top of the Excel screen; then select the length of the formula in the formula bar. Then paste this formula into Cell A11.lb/MMBtu Round to Same Sig Figs as Submitted prior to Calc % Diff.

Emission Factor Value Emission

Factor UOM Emission

Factor MDL Fd Fw Fc Calculated conc lb/dscf 19-1

lb/MMBtu %diff

19-1 4.00E-03 lb/MMBtu 9190 10320 1420 4.00E-03 4.00E-03 lb/MMBtu 9190 10320 1420 4.00E-03 5.00E-03 lb/MMBtu 9190 10320 1420 5.00E-03 1.00E-02 lb/MMBtu 9190 10320 1420 1.00E-02 8.00E-03 lb/MMBtu 9190 10320 1420 8.00E-03 7.00E-03 lb/MMBtu 9190 10320 1420 7.00E-03 4.00E-03 lb/MMBtu 9190 10320 1420 4.00E-03 4.00E-03 lb/MMBtu 9190 10320 1420 4.00E-03 3.00E-03 lb/MMBtu 9190 10320 1420 3.00E-03 2.20E-03 lb/MMBtu 9190 10320 1420 1.43E-07 2.20E-03 4.00E-04 lb/MMBtu 9190 10320 1420 2.48E-08 4.00E-04 5.00E-04 lb/MMBtu 9190 10320 1420 3.1E-08 5.00E-04

0.049lb/MMBtu 9190 10320 1420 4.90E-02 0.025 lb/MMBtu 9190 10320 1420 2.50E-02 0.021lb/MMBtu 9190 10320 1420 2.10E-02 0.022 lb/MMBtu 9190 10320 1420 2.20E-02 0.031lb/MMBtu 9190 10320 1420 3.10E-02 0.062 lb/MMBtu 9190 10320 1420 6.20E-02 0.093 lb/MMBtu 9190 10320 1420 9.30E-02 0.109lb/MMBtu 9190 10320 1420 1.09E-01 0.023 lb/MMBtu 9190 10320 1420 2.30E-02 0.063 lb/MMBtu 9190 10320 1420 6.30E-02 0.11lb/MMBtu 9190 10320 1420 1.10E-01 0.063 lb/MMBtu 9190 10320 1420 6.30E-02 0.008lb/MMBtu 9190 10320 1420 8.00E-03 0.008lb/MMBtu 9190 10320 1420 8.00E-03 0.007lb/MMBtu 9190 10320 1420 7.00E-03 0.008lb/MMBtu 9190 10320 1420 8.00E-03 0.008lb/MMBtu 9190 10320 1420 8.00E-03 0.006lb/MMBtu 9190 10320 1420 6.00E-03 RTI-QA0.008lb/MMBtu 9190 10320 1420 8.00E-03

0.011lb/MMBtu 9190 10320 1420 1.10E-02 0.012 lb/MMBtu 9190 10320 1420 1.20E-02 0.013 lb/MMBtu 9190 10320 1420 1.30E-02 0.011lb/MMBtu 9190 10320 1420 1.10E-02 0.009lb/MMBtu 9190 10320 1420 9.00E-03 0.001lb/MMBtu 9190 10320 1420 1.00E-03 0.001lb/MMBtu 9190 10320 1420 1.00E-03 0.002 lb/MMBtu 9190 10320 1420 2.00E-03 0.001lb/MMBtu 9190 10320 1420 1.00E-03 0.002 lb/MMBtu 9190 10320 1420 2.00E-03 0.001lb/MMBtu 9190 10320 1420 1.00E-03

1.50E-03 9190 10320 1420 1.50E-03 1.00E-03 9190 10320 1420 1.00E-03 1.16E-03 9190 10320 1420 1.16E-03 3.29E-03 9190 10320 1420 3.29E-03 3.73E-03 9190 10320 1420 3.73E-03 2.88E-03 9190 10320 1420 2.88E-03Using Available Representative Diluent Per Comment RTI-QAColumn 35 Column 36 Column 37 ######## ####### ##### ######## Column 42 Column 43From original database export===> Min original database export===> Test original database export===> Sheet original database export===>

original database export===> original database export===> original database export===> original database export===> Final for UPL Final for UPL original database export===> 19-6 lb/MMBtu %diff

19-6 lb/MMBtu Value Used for UPL Calcs Unit Heat

Rate (MMBtu/MW h) lb/MWh Value

Used in UPL Calcs original database export===> Key 4.00E-03 9.63 3.9E-02original database export===> 3_fPM_T1_R1 4.00E-03 9.63 3.9E-02original database export===> 3_fPM_T1_R2 5.00E-03 9.63 4.8E-02original database export===> 3_fPM_T1_R3 1.00E-02 9.63 9.6E-02original database export===> 3_fPM_T2_R1 8.00E-03 9.63 7.7E-02original database export===> 3_fPM_T2_R2 7.00E-03 9.63 6.7E-02original database export===> 3_fPM_T2_R3 4.00E-03 9.63 3.9E-02original database export===> 3_fPM_T3_R1 4.00E-03 9.63 3.9E-02original database export===> 3_fPM_T3_R2 3.00E-03 9.63 2.9E-02original database export===> 3_fPM_T3_R3 2.37E-03 2.20E-03 9.63 2.120E-02original database export===> 3_fPM_T4_R1 4.45E-04 4.00E-04 9.63 3.854E-03original database export===> 3_fPM_T4_R2 5.54E-04 5.00E-04 9.63 4.817E-03original database export===> 3_fPM_T4_R3 original database export===>

1 original database export===> original database export===> 4.90E-02 10.13 5.0E-01original database export===> 3_fPM_T1_R1 2.50E-02 10.13 2.5E-01original database export===> 3_fPM_T1_R2 2.10E-02 10.13 2.1E-01original database export===> 3_fPM_T1_R3 2.20E-02 10.13 2.2E-01original database export===> 3_fPM_T1_R4 3.10E-02 10.13 3.1E-01original database export===> 3_fPM_T1_R5 6.20E-02 10.13 6.3E-01original database export===> 3_fPM_T1_R6 9.30E-02 10.13 9.4E-01original database export===> 3_fPM_T2_R1 1.09E-01 10.13 1.1E+00original database export===> 3_fPM_T2_R2 2.30E-02 10.13 2.3E-01original database export===> 3_fPM_T2_R3 6.30E-02 10.13 6.4E-01original database export===> 3_fPM_T2_R4 1.10E-01 10.13 1.1E+00original database export===> 3_fPM_T2_R5 6.30E-02 10.13 6.4E-01original database export===> 3_fPM_T2_R6 8.00E-03 10.13 8.1E-02original database export===> 3_fPM_T3_R1 8.00E-03 10.13 8.1E-02original database export===> 3_fPM_T3_R2 7.00E-03 10.13 7.1E-02original database export===> 3_fPM_T3_R3 8.00E-03 10.13 8.1E-02original database export===> 3_fPM_T3_R4 8.00E-03 10.13 8.1E-02original database export===> 3_fPM_T3_R5 6.00E-03 10.13 6.1E-02original database export===> 3_fPM_T3_R68.00E-03 10.13 8.1E-02original database export===> 3_fPM_T4_R1 1.10E-02 10.13 1.1E-01original database export===> 3_fPM_T4_R2 1.20E-02 10.13 1.2E-01original database export===> 3_fPM_T4_R3 1.30E-02 10.13 1.3E-01original database export===> 3_fPM_T4_R4 1.10E-02 10.13 1.1E-01original database export===> 3_fPM_T4_R5 9.00E-03 10.13 9.1E-02original database export===> 3_fPM_T4_R6 1.00E-03 10.13 1.0E-02original database export===> 3_fPM_T5_R1 1.00E-03 10.13 1.0E-02original database export===> 3_fPM_T5_R2 2.00E-03 10.13 2.0E-02original database export===> 3_fPM_T5_R3 1.00E-03 10.13 1.0E-02original database export===> 3_fPM_T5_R4 2.00E-03 10.13 2.0E-02original database export===> 3_fPM_T5_R5 1.00E-03 10.13 1.0E-02original database export===> 3_fPM_T5_R6

1.50E-03 10.13 1.5E-02 3_fPM_T6_R1 1.00E-03 10.13 1.0E-02 3_fPM_T6_R2 1.16E-03 10.13 1.2E-02 3_fPM_T6_R3 3.29E-03 10.13 3.3E-02 3_fPM_T6_R4 3.73E-03 10.13 3.8E-02 3_fPM_T6_R5 2.88E-03 10.13 2.9E-02 3_fPM_T6_R6Final for UPL Final for UPLColumn 44 Column 45 Column 46 Column 47RTI

Calculated QA lb/MMBtu Run GradeSubmitted

Value Submitted

Value UOM Use ? Comment facility_id n/a D 0.004pound per million British Thermal Unit (lb/MMBtu) Yes 1588 n/a D 0.004pound per million British Thermal Unit (lb/MMBtu) Yes 1588 n/a D 0.005 pound per million British Thermal Unit (lb/MMBtu) Yes 1588 n/a D 0.01pound per million British Thermal Unit (lb/MMBtu) Yes 1588 n/a D 0.008pound per million British Thermal Unit (lb/MMBtu) Yes 1588 n/a D 0.007pound per million British Thermal Unit (lb/MMBtu) Yes 1588 n/a D 0.004pound per million British Thermal Unit (lb/MMBtu) Yes Burning oil and gas 1588 n/a D 0.004pound per million British Thermal Unit (lb/MMBtu) Yes Burning oil and gas 1588 n/a D 0.003 pound per million British Thermal Unit (lb/MMBtu) Yes Burning oil and gas 1588 n/a D 0.0022 pound per million British Thermal Unit (lb/MMBtu) Yes 1588 n/a D 0.0004pound per million British Thermal Unit (lb/MMBtu) Yes 1588 n/a D 0.0005 pound per million British Thermal Unit (lb/MMBtu) Yes 1588 2 3 4 5 6 7 8

facility_id report_id sampling_port_id run_id start_datetime 617 PPE03 2005 PPE STK03 1 3/22/05 8:34 617 PPE03 2005 PPE STK03 2 3/22/05 9:50 617 PPE03 2005 PPE STK03 3 3/22/05 11:00 617 PPE03 2005 PPE STK03 4 3/22/05 12:06 617 PPE03 2005 PPE STK03 5 3/22/05 13:24 617 PPE03 2005 PPE STK03 6 3/22/05 14:31 617 PPE03 2006 PPE STK03 1 3/7/06 9:05 617 PPE03 2006 PPE STK03 2 3/7/06 10:24 617 PPE03 2006 PPE STK03 3 3/7/06 11:30 617 PPE03 2006 PPE STK03 4 3/7/06 12:42 617 PPE03 2006 PPE STK03 5 3/7/06 13:51 617 PPE03 2006 PPE STK03 6 3/7/06 15:02 617 PPE03 2007 PPE STK03 1 9/11/07 10:25 617 PPE03 2007 PPE STK03 2 9/11/07 11:37 617 PPE03 2007 PPE STK03 3 9/11/07 12:46 617 PPE03 2007 PPE STK03 4 9/11/07 13:57 617 PPE03 2007 PPE STK03 5 9/11/07 15:05 617 PPE03 2007 PPE STK03 6 9/11/07 16:15617 PPE03 2008 PPE STK03 1 2/19/08 10:28 617 PPE03 2008 PPE STK03 2 2/19/08 11:43 617 PPE03 2008 PPE STK03 3 2/19/08 12:52 617 PPE03 2008 PPE STK03 4 2/19/08 14:00 617 PPE03 2008 PPE STK03 5 2/19/08 15:14 617 PPE03 2008 PPE STK03 6 2/19/08 16:29 617 PPE03 2009 PPE STK03 1 3/17/09 9:08 617 PPE03 2009 PPE STK03 2 3/17/09 10:29 617 PPE03 2009 PPE STK03 3 3/17/09 11:45 617 PPE03 2009 PPE STK03 4 3/17/09 13:00 617 PPE03 2009 PPE STK03 5 3/17/09 14:16 617 PPE03 2009 PPE STK03 6 3/17/09 15:44

submittal_id Location Method Run RunDate

2285PPE3 - Metals Method 29 PPE3-29-1 3/9/2010 2285PPE3 - Metals Method 29 PPE3-29-2 3/10/2010 2285PPE3 - Metals Method 29 PPE3-29-3 3/11/2010 2285PPE3 - PM OTM - 27/28 PPE3-27/28-1 3/9/2010 2285PPE3 - PM OTM - 27/28 PPE3-27/28-2 3/10/2010 2285PPE3 - PM OTM - 27/28 PPE3-27/28-3 3/11/2010configuration_i

d report_id sampling_ port_id order pollutant_

id pollutant_nam

e run_id start_datetime 7 PM-1 Stack 1 3 1 PM (Filterable)1 12/20/05 9:00 AM 7 PM-1 Stack 1 3 1 PM (Filterable)2 12/20/05 10:55 AM 7 PM-1 Stack 1 3 1 PM (Filterable)3 12/20/05 12:30 PM 7 PM-2 Stack 1 3 1 PM (Filterable)1 7/18/06 9:00 AM 7 PM-2 Stack 1 3 1 PM (Filterable)2 7/18/06 10:20 AM 7 PM-2 Stack 1 3 1 PM (Filterable)3 7/18/06 11:42 AM 7 PM-3 Stack 1 3 1 PM (Filterable)1 7/22/08 1:00 PM 7 PM-3 Stack 1 3 1 PM (Filterable)2 7/22/08 2:25 PM 7 PM-3 Stack 1 3 1 PM (Filterable)3 7/22/08 4:45 PM 7 PM-4 Stack 1 3 1 PM (Filterable)1 11/21/08 10:40 AM 7 PM-4 Stack 1 3 1 PM (Filterable)2 11/21/08 12:25 PM 7 PM-4 Stack 1 3 1 PM (Filterable)3 11/21/08 1:55 PM 9 10 11 12 13 14 15 16 Reported 1 mg 1 x RDL

For UPL For UPL end_datetime lb fPM/MMBtu lb fPM/MMBtu

lb fPM/MMBtu

lb fPM/MWh

unit_load net_generation fg_moisture_content 3/22/05 9:39 0.049 0.000736 0.049 0.50 404 383 10.37 3/22/05 10:55 0.025 0.000745 0.025 0.25 403 383 9.62 3/22/05 12:03 0.021 0.000745 0.021 0.21 403 383 11.72 3/22/05 13:12 0.022 0.000745 0.022 0.22 403 383 10.86 3/22/05 14:27 0.031 0.000736 0.031 0.31 402 383 10.75 3/22/05 15:35 0.062 0.00074 0.062 0.63 403 383 11.48 3/7/06 10:10 0.093 0.000701 0.093 0.94 370 361 11.6 3/7/06 11:27 0.109 0.000701 0.109 1.10 370 362 9.14 3/7/06 12:36 0.023 0.000697 0.023 0.23 370 361 10.28 3/7/06 13:46 0.063 0.000697 0.063 0.64 370 361 9.47 3/7/06 14:56 0.11 0.000697 0.11 1.11 370 362 9.85 3/7/06 16:06 0.063 0.000693 0.063 0.64 370 361 13.06 9/11/07 11:28 0.008 0.000693 0.008 0.08 385 374 11.87 9/11/07 12:41 0.008 0.000693 0.008 0.08 384 374 11.47 9/11/07 13:50 0.007 0.000693 0.007 0.07 382 374 12.68 9/11/07 15:01 0.008 0.000693 0.008 0.08 382 374 10.58 9/11/07 16:09 0.008 0.000697 0.008 0.08 383 374 11.14 9/11/07 17:19 0.006 0.000701 0.006 0.06 384 374 11.822/19/08 11:34 0.008 0.00074 0.008 0.08 397 384 7.81

2/19/08 12:49 0.011 0.000736 0.011 0.11 394 381 8.96 2/19/08 13:57 0.012 0.000731 0.012 0.12 395 383 8.27 2/19/08 15:04 0.013 0.000727 0.013 0.13 395 383 8.38 2/19/08 16:19 0.011 0.000727 0.011 0.11 396 384 10.88 2/19/08 17:34 0.009 0.000736 0.009 0.09 396 383 9.83 3/17/09 10:19 0.001 0.000722 0.001 0.01 385 374 11.29 3/17/09 11:36 0.001 0.000718 0.001 0.01 384 374 11.73 3/17/09 12:51 0.002 0.000718 0.002 0.02 384 374 10.7 3/17/09 14:06 0.001 0.000714 0.001 0.01 384 374 11.03 3/17/09 15:23 0.002 0.000714 0.002 0.02 384 374 10.82 3/17/09 16:50 0.001 0.000714 0.001 0.01 384 374 9.23

Compound Fwt Mass lb/dscf ppm ppm@7%O2 ng/dscm ng/dscm@7%O2 Filterable Particulate 0 10.6 1.31E-07 2.10E+06 1.74E+06 Filterable Particulate 0 7.1 8.74E-08 1.40E+06 1.16E+06 Filterable Particulate 0 8.1 1.01E-07 1.61E+06 1.34E+06 Filterable Particulate 0 17.55 2.88E-07 4.61E+06 3.82E+06 Filterable Particulate 0 15.925 3.25E-07 5.20E+06 4.33E+06 Filterable Particulate 0 14.375 2.50E-07 4.00E+06 3.33E+06end_datetime unit_load fuel_flow_ rate fuel_heati

ng_value fg_moisture_content fg_oxygen _content fg_CO2_c

ontent 12/20/05 10:10 AM 585 609 5.94 12/20/05 12:05 PM 584.5 606.5 5.98 12/20/05 1:40 PM 585.5 606.5 6.11 7/18/06 10:10 AM 592 585 5.62 7/18/06 11:26 AM 594 592 5.6 7/18/06 12:47 PM 593.5 590.5 5.52 7/22/08 2:12 PM 573 240.5 6.46 7/22/08 3:35 PM 576 252.5 6.18 7/22/08 5:53 PM 247 0 9.13 11/21/08 11:50 AM 183.5 8.4 11/21/08 1:35 PM 142.5 9 11/21/08 3:05 PM 141.5 9 17 18 19 20 21 22 23 fg_flow_rate fg_flow_rate_units standard_temperature

standard_pressure

normal_temperature normal_pressure fg_oxygen_content 12:00:00 AMdscfm 68 29.92 4.6 12:00:00 AMdscfm 68 29.92 4.8 12:00:00 AMdscfm 68 29.92 4.8 12:00:00 AMdscfm 68 29.92 4.8 12:00:00 AMdscfm 68 29.92 4.6 12:00:00 AMdscfm 68 29.92 4.7 12:00:00 AMdscfm 68 29.92 3.8 12:00:00 AMdscfm 68 29.92 3.8 12:00:00 AMdscfm 68 29.92 3.7 12:00:00 AMdscfm 68 29.92 3.7 12:00:00 AMdscfm 68 29.92 3.7 12:00:00 AMdscfm 68 29.92 3.6 12:00:00 AMdscfm 68 29.92 3.6 12:00:00 AMdscfm 68 29.92 3.6 12:00:00 AMdscfm 68 29.92 3.6 12:00:00 AMdscfm 68 29.92 3.6 12:00:00 AMdscfm 68 29.92 3.7 12:00:00 AMdscfm 68 29.92 3.812:00:00 AMdscfm 68 29.92 4.7

12:00:00 AMdscfm 68 29.92 4.6 12:00:00 AMdscfm 68 29.92 4.5 12:00:00 AMdscfm 68 29.92 4.4 12:00:00 AMdscfm 68 29.92 4.4 12:00:00 AMdscfm 68 29.92 4.6 12:00:00 AMdscfm 68 29.92 4.3 12:00:00 AMdscfm 68 29.92 4.2 12:00:00 AMdscfm 68 29.92 4.2 12:00:00 AMdscfm 68 29.92 4.1 12:00:00 AMdscfm 68 29.92 4.1 12:00:00 AMdscfm 68 29.92 4.1

lb/mmBtuO2 submittal_ id Location RunDate Method RunNumb er 1.50E-03 2285PPE3 - Metals 09-Mar-10Method 29 PPE3-29-1 1.00E-03 2285PPE3 - Metals 10-Mar-10Method 29 PPE3-29-2 1.16E-03 2285PPE3 - Metals 11-Mar-10Method 29 PPE3-29-3 3.29E-03 3.73E-03 2.88E-03fg_temper

ature test_meth

od conc conc_unit

s conc_ND conc_MDLconc2 conc2_uni ts emission_

rate FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE 24 25 26 27 28 29 30 31 32 fg_CO2_content

fg_temperature

fg_pressureHg_loi test_method run_comments

fuel_id fuel_unit_load

fuel_flow_rate 13.1 300 29.9 Method 17Soot Blowing Number 6 Fuel Oil404 191500 12.9 300 29.9 Method 17Steady State Number 6 Fuel Oil403 191500 13 300 29.9 Method 17Steady State Number 6 Fuel Oil403 191500 13 300 29.9 Method 17Steady State Number 6 Fuel Oil403 191500 13 300 29.9 Method 17Soot Blowing Number 6 Fuel Oil402 191500 13 300 29.9 Method 17Soot Blowing Number 6 Fuel Oil403 191500 13.6 282 29.95 Method 17Soot Blowing Number 6 Fuel Oil370 180800 13.7 282 29.95 Method 17Steady State Number 6 Fuel Oil370 180800 13.6 284 29.95 Method 17Steady State Number 6 Fuel Oil370 180800 13.6 291 29.95 Method 17Steady State Number 6 Fuel Oil370 180800 13.6 289 29.95 Method 17Soot Blowing Number 6 Fuel Oil370 180800 13.7 288 29.95 Method 17Soot Blowing Number 6 Fuel Oil370 180800 13.6 300 29.97 Method 17Soot Blowing Number 6 Fuel Oil385 191800 13.6 300 29.97 Method 17Steady State Number 6 Fuel Oil384 191800 13.6 300 29.97 Method 17Steady State Number 6 Fuel Oil382 191800 13.5 300 29.97 Method 17Steady State Number 6 Fuel Oil382 191800 13.5 300 29.97 Method 17Soot Blowing Number 6 Fuel Oil383 191800 13.4 300 29.97 Method 17Soot Blowing Number 6 Fuel Oil384 19180013 300 30.14 Method 17Soot Blowing Number 6 Fuel Oil397 195400 13.1 300 30.14 Method 17Steady State Number 6 Fuel Oil394 195400 13.1 300 30.14 Method 17Steady State Number 6 Fuel Oil395 195400 13.2 300 30.14 Method 17Steady State Number 6 Fuel Oil395 195400 13.2 300 30.14 Method 17Soot Blowing Number 6 Fuel Oil396 195400 13.2 300 30.14 Method 17Soot Blowing Number 6 Fuel Oil396 195400 13.2 300 29.97 Method 17Steady State Number 6 Fuel Oil385 188100 13.4 300 29.97 Method 17Soot Blowing Number 6 Fuel Oil384 188100 13.3 300 29.97 Method 17Steady State Number 6 Fuel Oil384 188100 13.3 300 29.97 Method 17Steady State Number 6 Fuel Oil384 188100 13.3 300 29.97 Method 17Soot Blowing Number 6 Fuel Oil384 188100 13.3 300 29.97 Method 17Soot Blowing Number 6 Fuel Oil384 188100

RunStartTi me RunEndTi

me NetTravPt

s NetRunTi

me Dn Cp Y Pb DeltaH 16:44 20:54 24 240 0.25 0.84 1.002 29.711.96 17:29 21:39 24 240 0.25 0.84 1.002 29.561.94 15:37 19:47 24 240 0.25 0.84 1.002 29.411.95emission_

rate_units emission_

rate_ND emission_

rate_MDL emission_

factor emission_

factor_uni ts emission_

factor_ND emission_

factor_M DL run_pollut

ant_com ment Fuel1 FALSE 0.004pound per million British Thermal Unit (lb/MMBtu) FALSE No. 6 Oil FALSE 0.004pound per million British Thermal Unit (lb/MMBtu) FALSE soot blow run No. 6 Oil FALSE 0.005 pound per million British Thermal Unit (lb/MMBtu) FALSE No. 6 Oil FALSE 0.01pound per million British Thermal Unit (lb/MMBtu) FALSE No. 6 Oil FALSE 0.008pound per million British Thermal Unit (lb/MMBtu) FALSE No. 6 Oil FALSE 0.007pound per million British Thermal Unit (lb/MMBtu) FALSE No. 6 Oil FALSE 0.004pound per million British Thermal Unit (lb/MMBtu) FALSE No. 6 Oil FALSE 0.004pound per million British Thermal Unit (lb/MMBtu) FALSE No. 6 Oil FALSE 0.003 pound per million British Thermal Unit (lb/MMBtu) FALSE No. 6 Oil FALSE 0.0022 pound per million British Thermal Unit (lb/MMBtu) FALSE No. 6 Oil FALSE 0.0004pound per million British Thermal Unit (lb/MMBtu) FALSE No. 6 Oil FALSE 0.0005 pound per million British Thermal Unit (lb/MMBtu) FALSE No. 6 Oil 33 34 35 fuel_ash fuel_heating_value

fuel_sulfur 0.05 18330 1 0.05 18330 1 0.05 18330 1 0.05 18330 1 0.05 18330 1 0.05 18330 1 0.1 18410 0.98 0.1 18410 0.98 0.1 18410 0.98 0.1 18410 0.98 0.1 18410 0.98 0.1 18410 0.98 0.15 18337 0.97 0.15 18337 0.97 0.15 18337 0.97 0.15 18337 0.97 0.15 18337 0.97 0.15 18337 0.970.08 18238 1

0.08 18238 1 0.08 18238 1 0.08 18238 1 0.08 18238 1 0.08 18238 1 0.08 18408 0.96 0.08 18408 0.96 0.08 18408 0.96 0.08 18408 0.96 0.08 18408 0.96 0.08 18408 0.96

Vm tm Vmstd Vlc Vwstd PercH20 PercH20sa t Mfd PercCO2 182.940 82.10 178.145 390.718.39 9.36 100.00 0.9064 13.96 184.660 81.69 179.043 421.119.82 9.97 100.00 0.9003 13.95 184.110 83.06 177.165 451.821.27 10.72 100.00 0.8928 13.88Fuel1%Btu Fuel2 Fuel2%BtuQA Comment Heat Rate Fuel 1

MMBtu/hr via HR Fuel 1

MMBtu/hr via Fuel Flow Fuel 2 Flow

Rate 0% 5115.6 0% 5094.6 0% 5094.6 0% 4914 0% 4972.8 0% 4960.2 63% 2020.2 3.295 62% 2121 3.295 0N.G. 100% 11052 0 2.535PercO2 PercCOplu sN2 Fo Md Ms Pg Ps ts 4.1 81.941.20 30.40 29.24 129.78 324.04 4.18 81.871.20 30.40 29.16 129.63 322.96 4.21 81.911.20 30.39 29.06 129.48 324.63Fuel 2

MMBtu/hr via HR Fuel 2

MMBtu/hr via Fuel Flow Total HTIP Both

Fuels (MMBtu/hr) average of runs 5115.6 4.18E-02 5094.6 5094.6 4914 8.03E-02 4972.8 4960.2 3426.8 5447 3.53E-02 3426.8 5547.8 2,629 2636.4 2636.4 9.96E-03

3.55E-01

7.78E-01

7.60E-021.08E-01

1.35E-02

DeltaPavg Vs Dstk Dwdth Dlngth As Qsd Qaw PercI 0.764 59.56 251 0 0343.617 746,035.1 1,227,949. 7 100.3 0.769 59.95 251 0 0343.617 743,133.3 1,235,990. 3 101.2 0.773 60.42 251 0 0343.617 737,387.4 1,245,680. 3 100.9PercEA Fd Fc Fw MMBtuHr FuelType average of runs

23.4 9190 1420 103203915.2364 5318658 Oil,

Residual 2.29E-02 24.0 9190 1420 103203881.4361 6974973 Oil,

Residual 24.2 9190 1420 103203844.5144 8870469 Oil,

Residualaverage of runs**Step 1. Identify size of sample set.**

Large: When N (total number of sources)≥20. For a large sample set can assume normal distribution based on the Central Limit Theorem; use the "**UPL Pooled Template**" . Small: When N (total number of sources) <20. For a small sample set the Central Limit Theorem cannot be used to support the normality assumption; move on to**Step 2**
. **Step 2. Identify Normality of sample set.** Statistical tests of the kurtosis and skewness are used to evaluate the normality assumption. If you have three or less runs in your entire sample set, skip down to**Step 6**
. If you have more than three runs in your entire sample set, start in the "**UPL Pooled Template**" and test for normality in cells B45:B51. If the Kurtosis and Skewness tests show that raw data is Normal, you may continue to If the Kurtosis and Skewness tests show that raw data is Not Normal, move on to**Step 3**
. **Step 3. Transform raw data to lognormal data.** In the "**Lognormal Template**", take the LN() of the raw data in cells B55:L89 and test the normalityagain of the LNdata transformed in cells C45:C51. If Kurtosis and Skewness tests show that the LN-data transformed is Lognormal, continue to use the "**Lognormal** If Kurtosis and Skewness tests show that the LN-data transformed is Not Lognormal, move on to**Step 4**
. **Step 4. A pply Skewness A** **djustment.** For data that is Not Normal and Not Lognormal, use the "**Skewness Adjustment Template**"**.**This is essentially the UPL Pooled Template with a Skewness Adjustment. Note: DO NOT not use this template if n<13 (n is number For data that is Not Normal and Not Lognormal with n<13, move on to**Step 5**
. **Step 5.** See "**Step 5. Intructions**" tab **Step 6.** See "**Step 6. Intructions**"tab **Things to keep in mind:** Type of data affects m (number of future runs) that will be used in calculation, for example: If the average of three test runs is used to determine compliance; m=3 If 30-day averages are used to determine compliance; m=30 N = total number of sources n = number of individual runs df = degrees of freedom = n - 1 X = mean of data s2= pooled vaiance of data m = number of future runs tdf = t-statistic: t-distribution with df degrees of freedom at .99 confidence level**Step 5. Instructions**

For data sets that are Non Normal & Non Lognormal with n<13 1) Go to the "**Template_nonnormal**" tab. The adjustment starts in Row 150. Copy the kurtosis value (B41) and skewness value (B44) in the "**Template_nonnormal**" tab into cells H14 and H12 respectively of the "**Calculations for Template** " tab. 2) Cell E114 of the "**Template_nonnormal**" tab shows the actual confidence level (1 - 'Calculations for Template'!J139) after accounting for the skewness and kurtosis. If the confidence level is larger than 99.00% or lower than 99.00% then we need to adjust the t-statistic. 3) Row 115 of the "**Template_nonnormal**" tab uses the IF function in EXCEL to conclude about the need to adjust or not. If you don’t need to adjust (because the difference between the actual level and 99.00% is not that large) then you can use the t-statistic in cell H102 of the "**Template_nonnormal**" tab. If the difference is significant, then you need to adjust the t-statistic. 4) The “**Calculations_for_Template**” tab has the calculations for the confidence level for the first t-statistic in cell H102 from the“**Template_nonnormal**” tab. Input values for this tab are obtained from the “**Template_nonnormal**” tab, so you don’t need to worry about it. 5) To adjust the t-statistic go to the “**Recalculate t-stat**” tab. This tab starts with the t-statistic in cell H102 from the “**Template_nonnormal**” tab. If the confidence level from cell E114 of the "**Template_nonnormal**" tab was larger or lower THAN 99.00% you need to decrease or increase the t-statistic so you get closer to 99.00%. Cell G3 has the value of the increase also called "interval", the candidate t-values will be calculated as the t-value in cell H102 plus multiples of the interval, for example if the t-value is 2, and the interval is 0.3, then the candidate t-values are: 2.03, 2.06, 2.09, 3.12, etc. These are calculated automatically for you in row 5 after a value is placed in cell G3. The corresponding p-values and confidence levels are also calculated automatically for you. Cell G3, the “interval” can be manipulated. For example, start with 0.1 and notice what the values in row 9 are. If they are not 99.00% keep increaseing or decreasing the value in G3 until one of the values in row 9 is 99.00% and you get a "YES" value in row 11 in the same column. You may have to go out to several significant figures. Calculations are in the tabs: Recalculations1 to Recalculations6. You don’t need to worry about them, they

are basicallyduplicates of tab “Calculations_for_Template” and each one use a different value of the candidate tvalues in row 5. 6) Sometimes the actual significance level in cell E114 of tab “**Template_nonnormal**” is larger than 99%, then you have to use a negative interval (meaning that your value in cell G3, tab “**Recalculate t-stat**” has to be negative), for example instead of 0.389, it has to be -0.389 or another negative number. 7) Once you get the adjusted t-value from tab “**Recalculate t-stat**”, you copy the t-value and paste special the value into cell E119 in tab “**Template_nonnormal**”. 8) The template will calculate the UPL for you in cell E122.Runs 1588 Port Everglades PPE3 1 1.35E-02 2 2.29E-02 3 7.59E-02 4 1.08E-01 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 Emissions

26 27 28 29 30 31 32 33 34 35 Testing Normality Raw Data Sample Size 4.00 Kurtosis -3.42 SE Kurtosis 1.29 Result Kurtosis non normal Skewness 0.39 SE Skewness 1.01 RESULT Result Skewness normal non normal ### Make sure that kurtosis and skewness are copied in "Calculations for Template", in cells H14 and H12 respectivelyni = number test runs = 4 0 0 0 0 0 0 0 0 0 0

Total Number of sources = 1 n =Total # test runs = 4

3

This step is for QC only: means 0.05509 #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0!

0.06 Mean = 

##  2 2 1 11 n i i s x X n   



##  1 1 1 i n N ij i j X x n    

### 

1 1 n m 

2 1 1 s n m        1 1 N i i df n

         

## 

2 1 1

s n m        1 1 i n i ik

k i x x n   

##  1

N i i n

 

###  N

Pooled Variance = 0.0020

m= number future runs = 1
Term1 1.2500

Term2 0.0025

Squared root Term2 0.050011833



##  2 2 1 11 n i i s x X n   



##  1 1 1 i n N ij i j X x n    

### 

1 1 n m 

2 1 1 s n m        1 1 N i i df n

         

## 

2 1 1

s n m        1 1 i n i ik

k i x x n   

##  1

N i i n

 

###  NNOTE: the pvalue for the t-statistic is calculated as: 2*alpha, where 1-alpha is desired confidence, so if 99% confidence is desired then alpha=0.01 and 2*alpha=2*(0.01)

t-statistic = quantile t-distribution with df degrees of freedom at .99 confidence level = 4.540703

4 0.127022

97.84% Conclusion interval of differences for t-values used 0.41 6.180702858 Adjusted UPL for skewness and kurtosis for all sample size 3.64E-01

new t-statistic from tab Recalculate t-statistic Adjustment for non-normality (skewness and kurtosis) for any sample size in particular for small samples a) n = number of test-runs = b) Calculate u0

Current Confidence Level is

Confidence Level is not 99%, Go to recalculate tab to fix the Confidence Level

2 1 0 1 1 u t n  

 df t 2 1 1 s n m       

2
, 1 1 df p X t s n m

   

   ### Make sure that kurtosis and skewness are copied in "Calculations for Template", in cells H14 and H12 respectivelyIncomplete Beta Function approximation

where Inputs skewness= 0.39 x=u0= 0.127021857 kurtosis= -3.42 n= 4 t0=t= 4.540702859

a= 1.5 a= b= 0.5 b=
w= 0.072752 w= Calculate the Incomplete Beta Functions needed for adjustment

c.1.) Calculate d.1.) Calculate 

### 1x w b x     

   

##  , x 

### I ab a a w a a

0 

### 1 1 , 2 2 u 

### n I       

w= 0.072752 w=

c.1.1. 0.014133605 d.1.1. c.1.2. 0.886226925 d.1.2. c.1.3 0.020588604 d.1.3
c.1.4. 0.427247974 d.1.4. c.1.5. -0.14583 d.1.5.

c.1.6 0.069721 d.1.6
c.1.7 1.10E-02 d.1.7 Calculations Calculations



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     ( , ) 
( ) w a e w a   1 2 a w b  Result1: 2.05E-02 Result2:

1- Calculate 1.03E-02
2- Calculate

2.1. Calculate 0.033245
2.2. Calculate 11.59497
2.3. Calculate 173.9017 0 0 

### 1 1 1 ( ) , 2 2 2 u 

### n P t I 

      

3 0 0 

### 2 1 1 1 1 ( ) ,1 ,1

2 2 6 2 3 2

u u 

### n n n n P t I I

n n  

###  

         

        2 2 01 2 2 0 

### 2 1 1 1 1 ( ) 6 2 1 1 n



### n t n P t n t

n  

###  



###      

     

  

   2 1 6 2 nn  

2 0 

### 2 1 1 1 n t n  


1 2 2 0 

### 1 1 n 

### t n  

###     

  

1 3 2 n n 


### 2 1 6 2 nn  

#       4 0 0 0 

## 1 2 4 1 1 1 1 1 1 3 1 ( ) , , , 24 2 2 12 2 2 24 2 2 u u u



## n n n n n n n n P t I I I n n  

##    
                         Result: 0.002217
3-Calculate

3.1. Calculate 0.199471
3.2. Calculate 0.232716
Result 1.04E-02 0 0 

### 1 1 1 ( ) , 2 2 2 u 

### n P t I 

      

3 0 0 

### 2 1 1 1 1 ( ) ,1 ,1

2 2 6 2 3 2

u u 

### n n n n P t I I

n n  

###  

         

        2 2 01 2 2 0 

### 2 1 1 1 1 ( ) 6 2 1 1 n



### n t n P t n t

n  

###  



###      

     

  

   2 1 6 2 nn  

2 0 

### 2 1 1 1 n t n  


1 2 2 0 

### 1 1 n 

### t n  

###     

  

1 3 2 n n 


### 2 1 6 2 nn  

#       4 0 0 0 

## 1 2 4 1 1 1 1 1 1 3 1 ( ) , , , 24 2 2 12 2 2 24 2 2 u u u



## n n n n n n n n P t I I I n n  

##    
                        4-Calculate

4.1. Calculate 2.57E-03

4.2. Calculate 8.21E-04
4.3. Calculate 5.51E-05
Result: 1.80E-03 5- Calculate

1.11E-02 5.1. Calculate 

#       4 0 0 0 

## 1 2 4 1 1 1 1 1 1 3 1 ( ) , , , 24 2 2 12 2 2 24 2 2 u u u



## n n n n n n n n P t I I I n n  

##    
                        

0 

### 1 1 1

, 24 2 2 u 

### n n I         

##    0 

### 1 2 1 1

, 12 2 2

u 

### n n n

I n   

      

##    0 

### 4 1 3 1

, 24 2 2

u 

### n n n

I n   

      

##    

#    

#    

#   2 3/2 0 0

2 2

0 0



### 1 2 5 8 1 (2 5) 1 1 1 1 ( ) , ,

72 2 2 24 2 2 1 2 5 12 1 2 5 12 3 1 5 1 , , 24 2 2 72 2 2 u u

u u



### n n n n n n n P t I I n n n n n n n n n I I n n  

###   

   

      

                   

         

##   0 

### 1 (2 5) 1 1

, 72 2 2

u 

### n n n

I  


      

##  

#  

2 0 

### 1 2 5 8 1 1 , 24 2 2

u 

### n n n n

I n    

      

##  

#  

2 0 

### 1 2 5 12 3 1 , 24 2 2

u 

### n n n n

I n    

      

##  

#  

2 0 

### 1 2 5 12 5 1 , 72 2 2

u 

### n n n n

I n    

     

3 4 3/2 2 0 3 ( ) ( ) ( ) ( ) P t Skewness P t Kurtosis P t P t   

       5.1. Calculate
4.11E-03 5.2. Calculate

5.3. Calculate 4.41E-04
5.4. Calculate 1.47E-04

Result 7.31E-03 Corrected probability is:: 

#       4 0 0 0 

## 1 2 4 1 1 1 1 1 1 3 1 ( ) , , , 24 2 2 12 2 2 24 2 2 u u u



## n n n n n n n n P t I I I n n  

##    
                        

0 

### 1 1 1

, 24 2 2 u 

### n n I         

##    0 

### 1 2 1 1

, 12 2 2

u 

### n n n

I n   

      

##    0 

### 4 1 3 1

, 24 2 2

u 

### n n n

I n   

      

##    

#    

#    

#   2 3/2 0 0

2 2

0 0



### 1 2 5 8 1 (2 5) 1 1 1 1 ( ) , ,

72 2 2 24 2 2 1 2 5 12 1 2 5 12 3 1 5 1 , , 24 2 2 72 2 2 u u

u u



### n n n n n n n P t I I n n n n n n n n n I I n n  

###   

   

      

                   

         

##   0 

### 1 (2 5) 1 1

, 72 2 2

u 

### n n n

I  


      

##  

#  

2 0 

### 1 2 5 8 1 1 , 24 2 2

u 

### n n n n

I n    

      

##  

#  

2 0 

### 1 2 5 12 3 1 , 24 2 2

u 

### n n n n

I n    

      

##  

#  

2 0 

### 1 2 5 12 5 1 , 72 2 2

u 

### n n n n

I n    

     

3 4 3/2 2 0 3 ( ) ( ) ( ) ( ) P t Skewness P t Kurtosis P t P t   

      2.5 a= 3.5

0.5 b= 0.5 0.072752 w= 0.072752 d.1.) Calculate e.1.) Calculate 

##    3 2 2 2
2 3 

### ( , ) 1 1 5 3 1 3 11 1 , ( ) ( ) 2 2 3 2 326 3 2 3 1 1 2 6 2 w a 

### a w e w a w a I ab a a w a a

a a b b

w a w  

###    


           

           

            

0 1 1 , 2 2 u n I       

0.072752 w= 0.072752

0.000407869 e.1.1. 8.4387E-06 1.329340388 e.1.2. 3.32335097 0.000998575 e.1.3 2.90593E-05
1.427247974 e.1.4. 2.427247974 0.8125 e.1.5.

0.372854 e.1.6
1.90E-02 e.1.7 Calculations Calculations 0 1 1 , 2 2 u n I       



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    2.19E-03 Result3:



#   0 0 0



## 1 2 4 1 1 1 1 1 1 3 1 ( ) , , , 24 2 2 12 2 2 24 2 2 u u u



## n n n n n n n n P t I I I n n    
                      

#   0 0 0



## 1 2 4 1 1 1 1 1 1 3 1 ( ) , , , 24 2 2 12 2 2 24 2 2 u u u



## n n n n n n n n P t I I I n n    
                     

#   0 0 0



## 1 2 4 1 1 1 1 1 1 3 1 ( ) , , , 24 2 2 12 2 2 24 2 2 u u u



## n n n n n n n n P t I I I n n    
                     

1 1 1 1 ( ) , ,

72 2 2 24 2 2

3 1 5 1 , , 24 2 2 72 2 2

n n P t I I
n n         

                     

0.02157 

#   0 0 0



## 1 2 4 1 1 1 1 1 1 3 1 ( ) , , , 24 2 2 12 2 2 24 2 2 u u u



## n n n n n n n n P t I I I n n    
                     

1 1 1 1 ( ) , ,

72 2 2 24 2 2

3 1 5 1 , , 24 2 2 72 2 2

n n P t I I
n n         

                     a= 3.5 b= 0.5
w= 0.072752 f.1.) Calculate 0 3 1 , 2 2 u n I        0 5 1 , 2 2 u n I       



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     w= 0.072752
f.1.1. 8.4387E-06 f.1.2. 3.32335097 f.1.3 2.90593E-05 f.1.4. 2.427247974 5.9375 f.1.5. 5.9375

0.894244 f.1.6 0.894244
2.69E-02 f.1.7 2.69E-02

Calculations 0 3 1 , 2 2 u n I        0 5 1 , 2 2 u n I       



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    2.20E-04 Result4: 2.20E-04a= 1.5 a= 2.5

b= 1 b= 1 w= 0.145504 w= 0.145504 h.1.) Calculate g.1.) Calculate 0 1,1 2 u n I       



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     w= 0.145504 w= 0.145504
g.1.1. 0.038289 h.1.1. g.1.2. 0.886227 h.1.2. g.1.3 0.054147 h.1.3 g.1.4. 0.177248 h.1.4. g.1.5. -0.14583 h.1.5.
g.1.6 0.139441 h.1.6 g.1.7 4.41E-02 h.1.7 Calculations Calculations 0 1,1 2 u n I       



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    Result5: 4.95E-02 Result6:0 1,1 2 u n I       

3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     0.002191 1.32934 0.005252
0.677248 0.8125

0.745708
7.59E-02 0 1,1 2 u n I       

3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    5.39E-034.540703 0.27 4.810703 5.080703 5.350703 5.620703 5.890703 6.160703 0.018781 0.016424 0.014426 0.012726 0.011271 0.010023 98.12% 98.36% 98.56% 98.73% 98.87% 99.00% NO NO NO NO NO YES 4) If you don't get a YES in row 11, play around with the cell G3, the interval for differences until you get one p-value closed to 0.01 5) Once you get a YES, use the t-statistic in the calculations of the UPL. Go back to Template_nonnormal tab and paste the value in row 5 that has a Yes in row 11. Copy the new t-value in cell E119**Template_nonnormal** 1) Start with initial t-statistic from Template 2) Determine interval of differences for t-values 2) Candidate values for t-statistic 3) Corrected p-values Acutal significance level with t-value 4) Is p-value closed enough to 0.01?t-statistic=

Incomplete Beta Function approximation

where Inputs skewness= 0.39 x=u0= 0.114754077 kurtosis= -3.42 n= 4 t0=t= 4.540702859

a= 1.5 a= Calculate u0. Sustitute each candidate t-value in u0 equation

Calculate the Incomplete Beta Functions needed for adjustment

c.1.) Calculate d.1.) Calculate 

### 1x w b x     

   

##   , x 

### I ab a a w a a         

0 

### 1 1 , 2 2 u 

### n I        2 

### 1 0 1 1 u t n  



a= 1.5 a= b= 0.5 b=
w= 0.064815 w=

c.1.1. 0.011941215 d.1.1. c.1.2. 0.886226925 d.1.2. c.1.3 0.017450892 d.1.3
c.1.4. 0.435185199 d.1.4. c.1.5. -0.14583 d.1.5.

c.1.6 0.062114 d.1.6 Calculations Calculations



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a         ( , ) ( ) a  ( ) w a e w a   1 2 a w b   2 

### 1 0 1 1 u t n  

c.1.7 8.75E-03 d.1.7

Result1: 1.76E-02 Result2: 1- Calculate 8.80E-03
2- Calculate

2.1. Calculate 0.033245
2.2. Calculate 11.59497 2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    

0 0 

### 1 1 1 ( ) , 2 2 2 u 

### n P t I 

      

3 0 0 

### 2 1 1 1 1 ( ) ,1 ,1

2 2 6 2 3 2

u u 

### n n n n P t I I

n n  

###  

         

        2 2 01 2 2 0 

### 2 1 1 1 1 ( ) 6 2 1 1 n



### n t n P t n t

n  

###  



###      

     

  

   2 1 6 2 nn  

2 0 

### 2 1 1 1 n t n  


1 2 2 0 

### 1 1 n 

### t n  

###     

  

1 3 2 n n 


### 2 1 6 2 nn  2.3. Calculate 173.9017
Result: 0.002217
3-Calculate

3.1. Calculate 0.199471
3.2. Calculate 0.232716 2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    

0 0 

### 1 1 1 ( ) , 2 2 2 u 

### n P t I 

      

3 0 0 

### 2 1 1 1 1 ( ) ,1 ,1

2 2 6 2 3 2

u u 

### n n n n P t I I

n n  

###  

         

        2 2 01 2 2 0 

### 2 1 1 1 1 ( ) 6 2 1 1 n



### n t n P t n t

n  

###  



###      

     

  

   2 1 6 2 nn  

2 0 

### 2 1 1 1 n t n  


1 2 2 0 

### 1 1 n 

### t n  

###     

  

1 3 2 n n 


### 2 1 6 2 nn Result 9.06E-03

4-Calculate 4.1. Calculate 2.20E-03

4.2. Calculate 6.33E-04
4.3. Calculate 3.76E-05
Result: 1.60E-03 5- Calculate 

#       4 0 0 0 

## 1 2 4 1 1 1 1 1 1 3 1 ( ) , , , 24 2 2 12 2 2 24 2 2 u u u



## n n n n n n n n P t I I I n n  

##    
                        

0 

### 1 1 1

, 24 2 2 u 

### n n I         

##    0 

### 1 2 1 1

, 12 2 2

u 

### n n n

I n   

      

##    0 

### 4 1 3 1

, 24 2 2

u 

### n n n

I n   

      

##    

#    

#    

#   2 3/2 0 0

2 2

0 0



### 1 2 5 8 1 (2 5) 1 1 1 1 ( ) , ,

72 2 2 24 2 2 1 2 5 12 1 2 5 12 3 1 5 1 , , 24 2 2 72 2 2 u u

u u



### n n n n n n n P t I I n n n n n n n n n I I n n  

###   

   

      

                   

         

##   0 

### 1 (2 5) 1 1

, 72 2 2

u 

### n n n

I  


      

##  

#  

2 0 

### 1 2 5 8 1 1 , 24 2 2

u 

### n n n n

I n    

      

##  

#  

2 0 

### 1 2 5 12 3 1 , 24 2 2

u 

### n n n n

I n    

      

##  

#  

2 0 

### 1 2 5 12 5 1 , 72 2 2

u 

### n n n n

I n    

      9.53E-03 5.1. Calculate
3.16E-03 5.2. Calculate

5.3. Calculate 3.00E-04
5.4. Calculate 1.00E-04

Result 6.57E-03 

#       4 0 0 0 

## 1 2 4 1 1 1 1 1 1 3 1 ( ) , , , 24 2 2 12 2 2 24 2 2 u u u



## n n n n n n n n P t I I I n n  

##    
                        

0 

### 1 1 1

, 24 2 2 u 

### n n I         

##    0 

### 1 2 1 1

, 12 2 2

u 

### n n n

I n   

      

##    0 

### 4 1 3 1

, 24 2 2

u 

### n n n

I n   

      

##    

#    

#    

#   2 3/2 0 0

2 2

0 0



### 1 2 5 8 1 (2 5) 1 1 1 1 ( ) , ,

72 2 2 24 2 2 1 2 5 12 1 2 5 12 3 1 5 1 , , 24 2 2 72 2 2 u u

u u



### n n n n n n n P t I I n n n n n n n n n I I n n  

###   

   

      

                   

         

##   0 

### 1 (2 5) 1 1

, 72 2 2

u 

### n n n

I  


      

##  

#  

2 0 

### 1 2 5 8 1 1 , 24 2 2

u 

### n n n n

I n    

      

##  

#  

2 0 

### 1 2 5 12 3 1 , 24 2 2

u 

### n n n n

I n    

      

##  

#  

2 0 

### 1 2 5 12 5 1 , 72 2 2

u 

### n n n n

I n    

     Corrected probability is:: 3 4 3/2 2 0 3 ( ) ( ) ( ) ( ) P t Skewness P t Kurtosis P t P t   

      4.810703 u0= 0.114754

2.5 a= 3.5 e.1.) Calculate 

##   3 2 2 2
2 3 

### ( , ) 1 1 5 3 1 3 11 1 , ( ) ( ) 2 2 3 2 326 3 2 3 1 1 2 6 2 w a 

### a w e w a w a I ab a a w a a

a a b b

w a w  

###    


           

           

            

0 1 1 , 2 2 u n I        2.5 a= 3.5 0.5 b= 0.5 0.064815 w= 0.064815

0.000307287 e.1.1. 5.66697E-06 1.329340388 e.1.2. 3.32335097 0.000754051 e.1.3 1.95495E-05
1.435185199 e.1.4. 2.435185199 0.8125 e.1.5.

0.332176 e.1.6 Calculations 0 1 1 , 2 2 u n I       



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a         ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        1.51E-02 e.1.7

1.69E-03 Result3: 2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    

#   0 0 0



## 1 2 4 1 1 1 1 1 1 3 1 ( ) , , , 24 2 2 12 2 2 24 2 2 u u u



## n n n n n n n n P t I I I n n    
                      

#   0 0 0



## 1 2 4 1 1 1 1 1 1 3 1 ( ) , , , 24 2 2 12 2 2 24 2 2 u u u



## n n n n n n n n P t I I I n n    
                     0.01878a= 3.5 f.1.) Calculate 0 3 1 , 2 2 u n I        0 5 1 , 2 2 u n I       



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a         a= 3.5 b= 0.5
w= 0.064815
f.1.1. 5.66697E-06 f.1.2. 3.32335097 f.1.3 1.95495E-05 f.1.4. 2.435185199 5.9375 f.1.5. 5.9375

0.796682 f.1.6 0.796682

Calculations 0 3 1 , 2 2 u n I        0 5 1 , 2 2 u n I       



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        2.14E-02 f.1.7 2.14E-02

1.50E-04 Result4: 1.50E-04 2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    a= 1.5 a= 2.5

g.1.) Calculate h.1.) Calculate 0 1,1 2 u n I       



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a         ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a         a= 1.5 a= 2.5 b= 1 b= 1 w= 0.12963 w= 0.12963
g.1.1. 0.032501 h.1.1. g.1.2. 0.886227 h.1.2. g.1.3 0.046261 h.1.3 g.1.4. 0.185185 h.1.4. g.1.5. -0.14583 h.1.5.
g.1.6 0.124228 h.1.6 Calculations Calculations 0 1,1 2 u n I       



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a         ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        g.1.7 3.50E-02 h.1.7

Result5: 4.25E-02 Result6: 2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    0 1,1 2 u n I       

3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        

0.00166 1.32934 0.003998
0.685185 0.8125

0.664352 0 1,1 2 u n I       

3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        6.02E-02

4.20E-03 2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    t-statistic=

Incomplete Beta Function approximation

where Inputs skewness= 0.39 x=u0= 0.104117711 kurtosis= -3.42 n= 4 t0=t= 4.540702859

a= 1.5 a= Calculate u0. Sustitute each candidate t-value in u0 equation

Calculate the Incomplete Beta Functions needed for adjustment

c.1.) Calculate d.1.) Calculate 

### 1x w b x     

   

##   , x 

### I ab a a w a a         

0 

### 1 1 , 2 2 u 

### n I        2 1 0 1 1 u t n  



a= 1.5 a= b= 0.5 b=
w= 0.058109 w=

c.1.1. 0.010177423 d.1.1. c.1.2. 0.886226925 d.1.2. c.1.3 0.014913656 d.1.3
c.1.4. 0.441890965 d.1.4. c.1.5. -0.14583 d.1.5.

c.1.6 0.055688 d.1.6 Calculations Calculations



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a         ( , ) ( ) a  ( ) w a e w a   1 2 a w b   2 1 0 1 1 u t n  

c.1.7 7.03E-03 d.1.7

Result1: 1.52E-02 Result2: 1- Calculate 7.59E-03
2- Calculate

2.1. Calculate 0.033245
2.2. Calculate 11.59497 2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    

0 0 

### 1 1 1 ( ) , 2 2 2 u 

### n P t I 

      

3 0 0 

### 2 1 1 1 1 ( ) ,1 ,1

2 2 6 2 3 2

u u 

### n n n n P t I I

n n  

###  

         

        2 2 01 2 2 0 

### 2 1 1 1 1 ( ) 6 2 1 1 n



### n t n P t n t

n  

###  



###      

     

  

   2 1 6 2 nn  

2 0 

### 2 1 1 1 n t n  


1 2 2 0 

### 1 1 n 

### t n  

###     

  

1 3 2 n n 


### 2 1 6 2 nn  2.3. Calculate 173.9017
Result: 0.002217
3-Calculate

3.1. Calculate 0.199471
3.2. Calculate 0.232716 2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    

0 0 

### 1 1 1 ( ) , 2 2 2 u 

### n P t I 

      

3 0 0 

### 2 1 1 1 1 ( ) ,1 ,1

2 2 6 2 3 2

u u 

### n n n n P t I I

n n  

###  

         

        2 2 01 2 2 0 

### 2 1 1 1 1 ( ) 6 2 1 1 n



### n t n P t n t

n  

###  



###      

     

  

   2 1 6 2 nn  

2 0 

### 2 1 1 1 n t n  


1 2 2 0 

### 1 1 n 

### t n  

###     

  

1 3 2 n n 


### 2 1 6 2 nn Result 7.89E-03

4-Calculate 4.1. Calculate 1.90E-03

4.2. Calculate 4.93E-04
4.3. Calculate 2.61E-05
Result: 1.43E-03 5- Calculate 

#       4 0 0 0 

## 1 2 4 1 1 1 1 1 1 3 1 ( ) , , , 24 2 2 12 2 2 24 2 2 u u u



## n n n n n n n n P t I I I n n  

##    
                        

0 

### 1 1 1

, 24 2 2 u 

### n n I         

##    0 

### 1 2 1 1

, 12 2 2

u 

### n n n

I n   

      

##    0 

### 4 1 3 1

, 24 2 2

u 

### n n n

I n   

      

##    

#    

#    

#   2 3/2 0 0

2 2

0 0



### 1 2 5 8 1 (2 5) 1 1 1 1 ( ) , ,

72 2 2 24 2 2 1 2 5 12 1 2 5 12 3 1 5 1 , , 24 2 2 72 2 2 u u

u u



### n n n n n n n P t I I n n n n n n n n n I I n n  

###   

   

      

                   

         

##   0 

### 1 (2 5) 1 1

, 72 2 2

u 

### n n n

I  


      

##  

#  

2 0 

### 1 2 5 8 1 1 , 24 2 2

u 

### n n n n

I n    

      

##  

#  

2 0 

### 1 2 5 12 3 1 , 24 2 2

u 

### n n n n

I n    

      

##  

#  

2 0 

### 1 2 5 12 5 1 , 72 2 2

u 

### n n n n

I n    

      8.22E-03 5.1. Calculate
2.46E-03 5.2. Calculate

5.3. Calculate 2.09E-04
5.4. Calculate 6.96E-05

Result 5.89E-03 

#       4 0 0 0 

## 1 2 4 1 1 1 1 1 1 3 1 ( ) , , , 24 2 2 12 2 2 24 2 2 u u u



## n n n n n n n n P t I I I n n  

##    
                        

0 

### 1 1 1

, 24 2 2 u 

### n n I         

##    0 

### 1 2 1 1

, 12 2 2

u 

### n n n

I n   

      

##    0 

### 4 1 3 1

, 24 2 2

u 

### n n n

I n   

      

##    

#    

#    

#   2 3/2 0 0

2 2

0 0



### 1 2 5 8 1 (2 5) 1 1 1 1 ( ) , ,

72 2 2 24 2 2 1 2 5 12 1 2 5 12 3 1 5 1 , , 24 2 2 72 2 2 u u

u u



### n n n n n n n P t I I n n n n n n n n n I I n n  

###   

   

      

                   

         

##   0 

### 1 (2 5) 1 1

, 72 2 2

u 

### n n n

I  


      

##  

#  

2 0 

### 1 2 5 8 1 1 , 24 2 2

u 

### n n n n

I n    

      

##  

#  

2 0 

### 1 2 5 12 3 1 , 24 2 2

u 

### n n n n

I n    

      

##  

#  

2 0 

### 1 2 5 12 5 1 , 72 2 2

u 

### n n n n

I n    

     Corrected probability is:: 3 4 3/2 2 0 3 ( ) ( ) ( ) ( ) P t Skewness P t Kurtosis P t P t   

      5.080703 u0= 0.104118

2.5 a= 3.5 e.1.) Calculate 

##   3 2 2 2
2 3 

### ( , ) 1 1 5 3 1 3 11 1 , ( ) ( ) 2 2 3 2 326 3 2 3 1 1 2 6 2 w a 

### a w e w a w a I ab a a w a a

a a b b

w a w  

###    


           

           

            

0 1 1 , 2 2 u n I        2.5 a= 3.5 0.5 b= 0.5 0.058109 w= 0.058109

0.000234985 e.1.1. 3.8869E-06 1.329340388 e.1.2. 3.32335097 0.000577745 e.1.3 1.34289E-05
1.441890965 e.1.4. 2.441890965 0.8125 e.1.5.

0.297809 e.1.6 Calculations 0 1 1 , 2 2 u n I       



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a         ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        1.21E-02 e.1.7

1.31E-03 Result3: 2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    

#   0 0 0



## 1 2 4 1 1 1 1 1 1 3 1 ( ) , , , 24 2 2 12 2 2 24 2 2 u u u



## n n n n n n n n P t I I I n n    
                      

#   0 0 0



## 1 2 4 1 1 1 1 1 1 3 1 ( ) , , , 24 2 2 12 2 2 24 2 2 u u u



## n n n n n n n n P t I I I n n    
                     0.01642a= 3.5 f.1.) Calculate 0 3 1 , 2 2 u n I        0 5 1 , 2 2 u n I       



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a         a= 3.5 b= 0.5
w= 0.058109
f.1.1. 3.8869E-06 f.1.2. 3.32335097 f.1.3 1.34289E-05 f.1.4. 2.441890965 5.9375 f.1.5. 5.9375

0.714257 f.1.6 0.714257

Calculations 0 3 1 , 2 2 u n I        0 5 1 , 2 2 u n I       



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        1.72E-02 f.1.7 1.72E-02

1.04E-04 Result4: 1.04E-04 2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    a= 1.5 a= 2.5

g.1.) Calculate h.1.) Calculate 0 1,1 2 u n I       



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a         ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a         a= 1.5 a= 2.5 b= 1 b= 1 w= 0.116218 w= 0.116218
g.1.1. 0.027809 h.1.1. g.1.2. 0.886227 h.1.2. g.1.3 0.039801 h.1.3 g.1.4. 0.191891 h.1.4. g.1.5. -0.14583 h.1.5.
g.1.6 0.111376 h.1.6 Calculations Calculations 0 1,1 2 u n I       



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a         ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        g.1.7 2.81E-02 h.1.7

Result5: 3.67E-02 Result6: 2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    0 1,1 2 u n I       

3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        

0.001276 1.32934 0.003084
0.691891 0.8125

0.595618 0 1,1 2 u n I       

3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        4.84E-02

3.30E-03 2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    t-statistic=

Incomplete Beta Function approximation

where Inputs skewness= 0.39 x=u0= 0.094846601 kurtosis= -3.42 n= 4 t0=t= 4.540702859

a= 1.5 a= Calculate u0. Sustitute each candidate t-value in u0 equation

Calculate the Incomplete Beta Functions needed for adjustment

c.1.) Calculate d.1.) Calculate 

### 1x w b x     

   

##   , x 

### I ab a a w a a         

0 

### 1 1 , 2 2 u 

### n I        2 1 0 1 1 u t n  



a= 1.5 a= b= 0.5 b=
w= 0.052393 w=

c.1.1. 0.008742927 d.1.1. c.1.2. 0.886226925 d.1.2. c.1.3 0.012841201 d.1.3
c.1.4. 0.447607443 d.1.4. c.1.5. -0.14583 d.1.5.

c.1.6 0.05021 d.1.6 Calculations Calculations



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a         ( , ) ( ) a  ( ) w a e w a   1 2 a w b   2 1 0 1 1 u t n  

c.1.7 5.72E-03 d.1.7

Result1: 1.32E-02 Result2: 1- Calculate 6.58E-03
2- Calculate

2.1. Calculate 0.033245
2.2. Calculate 11.59497 2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    

0 0 

### 1 1 1 ( ) , 2 2 2 u 

### n P t I 

      

3 0 0 

### 2 1 1 1 1 ( ) ,1 ,1

2 2 6 2 3 2

u u 

### n n n n P t I I

n n  

###  

         

        2 2 01 2 2 0 

### 2 1 1 1 1 ( ) 6 2 1 1 n



### n t n P t n t

n  

###  



###      

     

  

   2 1 6 2 nn  

2 0 

### 2 1 1 1 n t n  


1 2 2 0 

### 1 1 n 

### t n  

###     

  

1 3 2 n n 


### 2 1 6 2 nn  2.3. Calculate 173.9017
Result: 0.002217
3-Calculate

3.1. Calculate 0.199471
3.2. Calculate 0.232716 2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    

0 0 

### 1 1 1 ( ) , 2 2 2 u 

### n P t I 

      

3 0 0 

### 2 1 1 1 1 ( ) ,1 ,1

2 2 6 2 3 2

u u 

### n n n n P t I I

n n  

###  

         

        2 2 01 2 2 0 

### 2 1 1 1 1 ( ) 6 2 1 1 n



### n t n P t n t

n  

###  



###      

     

  

   2 1 6 2 nn  

2 0 

### 2 1 1 1 n t n  


1 2 2 0 

### 1 1 n 

### t n  

###     

  

1 3 2 n n 


### 2 1 6 2 nn Result 6.91E-03

4-Calculate 4.1. Calculate 1.65E-03

4.2. Calculate 3.88E-04
4.3. Calculate 1.84E-05
Result: 1.28E-03 5- Calculate 

#       4 0 0 0 

## 1 2 4 1 1 1 1 1 1 3 1 ( ) , , , 24 2 2 12 2 2 24 2 2 u u u



## n n n n n n n n P t I I I n n  

##    
                        

0 

### 1 1 1

, 24 2 2 u 

### n n I         

##    0 

### 1 2 1 1

, 12 2 2

u 

### n n n

I n   

      

##    0 

### 4 1 3 1

, 24 2 2

u 

### n n n

I n   

      

##    

#    

#    

#   2 3/2 0 0

2 2

0 0



### 1 2 5 8 1 (2 5) 1 1 1 1 ( ) , ,

72 2 2 24 2 2 1 2 5 12 1 2 5 12 3 1 5 1 , , 24 2 2 72 2 2 u u

u u



### n n n n n n n P t I I n n n n n n n n n I I n n  

###   

   

      

                   

         

##   0 

### 1 (2 5) 1 1

, 72 2 2

u 

### n n n

I  


      

##  

#  

2 0 

### 1 2 5 8 1 1 , 24 2 2

u 

### n n n n

I n    

      

##  

#  

2 0 

### 1 2 5 12 3 1 , 24 2 2

u 

### n n n n

I n    

      

##  

#  

2 0 

### 1 2 5 12 5 1 , 72 2 2

u 

### n n n n

I n    

      7.13E-03 5.1. Calculate
1.94E-03 5.2. Calculate

5.3. Calculate 1.47E-04
5.4. Calculate 4.91E-05

Result 5.29E-03 

#       4 0 0 0 

## 1 2 4 1 1 1 1 1 1 3 1 ( ) , , , 24 2 2 12 2 2 24 2 2 u u u



## n n n n n n n n P t I I I n n  

##    
                        

0 

### 1 1 1

, 24 2 2 u 

### n n I         

##    0 

### 1 2 1 1

, 12 2 2

u 

### n n n

I n   

      

##    0 

### 4 1 3 1

, 24 2 2

u 

### n n n

I n   

      

##    

#    

#    

#   2 3/2 0 0

2 2

0 0



### 1 2 5 8 1 (2 5) 1 1 1 1 ( ) , ,

72 2 2 24 2 2 1 2 5 12 1 2 5 12 3 1 5 1 , , 24 2 2 72 2 2 u u

u u



### n n n n n n n P t I I n n n n n n n n n I I n n  

###   

   

      

                   

         

##   0 

### 1 (2 5) 1 1

, 72 2 2

u 

### n n n

I  


      

##  

#  

2 0 

### 1 2 5 8 1 1 , 24 2 2

u 

### n n n n

I n    

      

##  

#  

2 0 

### 1 2 5 12 3 1 , 24 2 2

u 

### n n n n

I n    

      

##  

#  

2 0 

### 1 2 5 12 5 1 , 72 2 2

u 

### n n n n

I n    

     Corrected probability is:: 3 4 3/2 2 0 3 ( ) ( ) ( ) ( ) P t Skewness P t Kurtosis P t P t   

      5.350703 u0= 0.094847

2.5 a= 3.5 e.1.) Calculate 

##   3 2 2 2
2 3 

### ( , ) 1 1 5 3 1 3 11 1 , ( ) ( ) 2 2 3 2 326 3 2 3 1 1 2 6 2 w a 

### a w e w a w a I ab a a w a a

a a b b

w a w  

###    


           

           

            

0 1 1 , 2 2 u n I        2.5 a= 3.5 0.5 b= 0.5 0.052393 w= 0.052393

0.000182126 e.1.1. 2.71719E-06 1.329340388 e.1.2. 3.32335097 0.000448522 e.1.3 9.39969E-06
1.447607443 e.1.4. 2.447607443 0.8125 e.1.5.

0.268512 e.1.6 Calculations 0 1 1 , 2 2 u n I       



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a         ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        9.84E-03 e.1.7

1.03E-03 Result3: 2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    

#   0 0 0



## 1 2 4 1 1 1 1 1 1 3 1 ( ) , , , 24 2 2 12 2 2 24 2 2 u u u



## n n n n n n n n P t I I I n n    
                      

#   0 0 0



## 1 2 4 1 1 1 1 1 1 3 1 ( ) , , , 24 2 2 12 2 2 24 2 2 u u u



## n n n n n n n n P t I I I n n    
                     0.01443a= 3.5 f.1.) Calculate 0 3 1 , 2 2 u n I        0 5 1 , 2 2 u n I       



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a         a= 3.5 b= 0.5
w= 0.052393
f.1.1. 2.71719E-06 f.1.2. 3.32335097 f.1.3 9.39969E-06 f.1.4. 2.447607443 5.9375 f.1.5. 5.9375

0.643992 f.1.6 0.643992

Calculations 0 3 1 , 2 2 u n I        0 5 1 , 2 2 u n I       



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        1.40E-02 f.1.7 1.40E-02

7.37E-05 Result4: 7.37E-05 2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    a= 1.5 a= 2.5

g.1.) Calculate h.1.) Calculate 0 1,1 2 u n I       



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a         ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a         a= 1.5 a= 2.5 b= 1 b= 1 w= 0.104785 w= 0.104785
g.1.1. 0.02397 h.1.1. g.1.2. 0.886227 h.1.2. g.1.3 0.034466 h.1.3 g.1.4. 0.197607 h.1.4. g.1.5. -0.14583 h.1.5.
g.1.6 0.100419 h.1.6 Calculations Calculations 0 1,1 2 u n I       



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a         ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        g.1.7 2.29E-02 h.1.7

Result5: 3.19E-02 Result6: 2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    0 1,1 2 u n I       

3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        

0.000993 1.32934 0.002408
0.697607 0.8125

0.537024 0 1,1 2 u n I       

3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        3.93E-02

2.62E-03 2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    t-statistic=

Incomplete Beta Function approximation

where Inputs skewness= 0.39 x=u0= 0.086724501 kurtosis= -3.42 n= 4 t0=t= 4.540702859

a= 1.5 a= Calculate u0. Sustitute each candidate t-value in u0 equation

Calculate the Incomplete Beta Functions needed for adjustment

c.1.) Calculate d.1.) Calculate 

### 1x w b x     

   

##   , x 

### I ab a a w a a         

0 

### 1 1 , 2 2 u 

### n I        2 1 0 1 1 u t n  



a= 1.5 a= b= 0.5 b=
w= 0.04748 w=

c.1.1. 0.007564675 d.1.1. c.1.2. 0.886226925 d.1.2. c.1.3 0.011132682 d.1.3
c.1.4. 0.452520077 d.1.4. c.1.5. -0.14583 d.1.5.

c.1.6 0.045502 d.1.6 Calculations Calculations



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a         ( , ) ( ) a  ( ) w a e w a   1 2 a w b   2 1 0 1 1 u t n  

c.1.7 4.70E-03 d.1.7

Result1: 1.15E-02 Result2: 1- Calculate 5.75E-03
2- Calculate

2.1. Calculate 0.033245
2.2. Calculate 11.59497 2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    

0 0 

### 1 1 1 ( ) , 2 2 2 u 

### n P t I 

      

3 0 0 

### 2 1 1 1 1 ( ) ,1 ,1

2 2 6 2 3 2

u u 

### n n n n P t I I

n n  

###  

         

        2 2 01 2 2 0 

### 2 1 1 1 1 ( ) 6 2 1 1 n



### n t n P t n t

n  

###  



###      

     

  

   2 1 6 2 nn  

2 0 

### 2 1 1 1 n t n  


1 2 2 0 

### 1 1 n 

### t n  

###     

  

1 3 2 n n 


### 2 1 6 2 nn  2.3. Calculate 173.9017
Result: 0.002217
3-Calculate

3.1. Calculate 0.199471
3.2. Calculate 0.232716 2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    

0 0 

### 1 1 1 ( ) , 2 2 2 u 

### n P t I 

      

3 0 0 

### 2 1 1 1 1 ( ) ,1 ,1

2 2 6 2 3 2

u u 

### n n n n P t I I

n n  

###  

         

        2 2 01 2 2 0 

### 2 1 1 1 1 ( ) 6 2 1 1 n



### n t n P t n t

n  

###  



###      

     

  

   2 1 6 2 nn  

2 0 

### 2 1 1 1 n t n  


1 2 2 0 

### 1 1 n 

### t n  

###     

  

1 3 2 n n 


### 2 1 6 2 nn Result 6.08E-03

4-Calculate 4.1. Calculate 1.44E-03

4.2. Calculate 3.09E-04
4.3. Calculate 1.32E-05
Result: 1.14E-03 5- Calculate 

#       4 0 0 0 

## 1 2 4 1 1 1 1 1 1 3 1 ( ) , , , 24 2 2 12 2 2 24 2 2 u u u



## n n n n n n n n P t I I I n n  

##    
                        

0 

### 1 1 1

, 24 2 2 u 

### n n I         

##    0 

### 1 2 1 1

, 12 2 2

u 

### n n n

I n   

      

##    0 

### 4 1 3 1

, 24 2 2

u 

### n n n

I n   

      

##    

#    

#    

#   2 3/2 0 0

2 2

0 0



### 1 2 5 8 1 (2 5) 1 1 1 1 ( ) , ,

72 2 2 24 2 2 1 2 5 12 1 2 5 12 3 1 5 1 , , 24 2 2 72 2 2 u u

u u



### n n n n n n n P t I I n n n n n n n n n I I n n  

###   

   

      

                   

         

##   0 

### 1 (2 5) 1 1

, 72 2 2

u 

### n n n

I  


      

##  

#  

2 0 

### 1 2 5 8 1 1 , 24 2 2

u 

### n n n n

I n    

      

##  

#  

2 0 

### 1 2 5 12 3 1 , 24 2 2

u 

### n n n n

I n    

      

##  

#  

2 0 

### 1 2 5 12 5 1 , 72 2 2

u 

### n n n n

I n    

      6.23E-03 5.1. Calculate
1.54E-03 5.2. Calculate

5.3. Calculate 1.06E-04
5.4. Calculate 3.53E-05

Result 4.75E-03 

#       4 0 0 0 

## 1 2 4 1 1 1 1 1 1 3 1 ( ) , , , 24 2 2 12 2 2 24 2 2 u u u



## n n n n n n n n P t I I I n n  

##    
                        

0 

### 1 1 1

, 24 2 2 u 

### n n I         

##    0 

### 1 2 1 1

, 12 2 2

u 

### n n n

I n   

      

##    0 

### 4 1 3 1

, 24 2 2

u 

### n n n

I n   

      

##    

#    

#    

#   2 3/2 0 0

2 2

0 0



### 1 2 5 8 1 (2 5) 1 1 1 1 ( ) , ,

72 2 2 24 2 2 1 2 5 12 1 2 5 12 3 1 5 1 , , 24 2 2 72 2 2 u u

u u



### n n n n n n n P t I I n n n n n n n n n I I n n  

###   

   

      

                   

         

##   0 

### 1 (2 5) 1 1

, 72 2 2

u 

### n n n

I  


      

##  

#  

2 0 

### 1 2 5 8 1 1 , 24 2 2

u 

### n n n n

I n    

      

##  

#  

2 0 

### 1 2 5 12 3 1 , 24 2 2

u 

### n n n n

I n    

      

##  

#  

2 0 

### 1 2 5 12 5 1 , 72 2 2

u 

### n n n n

I n    

     Corrected probability is:: 3 4 3/2 2 0 3 ( ) ( ) ( ) ( ) P t Skewness P t Kurtosis P t P t   

      5.620703 u0= 0.086725

2.5 a= 3.5 e.1.) Calculate 

##   3 2 2 2
2 3 

### ( , ) 1 1 5 3 1 3 11 1 , ( ) ( ) 2 2 3 2 326 3 2 3 1 1 2 6 2 w a 

### a w e w a w a I ab a a w a a

a a b b

w a w  

###    


           

           

            

0 1 1 , 2 2 u n I        2.5 a= 3.5 0.5 b= 0.5 0.04748 w= 0.04748

0.000142887 e.1.1. 1.93249E-06 1.329340388 e.1.2. 3.32335097 0.000352386 e.1.3 6.6925E-06
1.452520077 e.1.4. 2.452520077 0.8125 e.1.5.

0.243335 e.1.6 Calculations 0 1 1 , 2 2 u n I       



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a         ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        8.08E-03 e.1.7

8.23E-04 Result3: 2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    

#   0 0 0



## 1 2 4 1 1 1 1 1 1 3 1 ( ) , , , 24 2 2 12 2 2 24 2 2 u u u



## n n n n n n n n P t I I I n n    
                      

#   0 0 0



## 1 2 4 1 1 1 1 1 1 3 1 ( ) , , , 24 2 2 12 2 2 24 2 2 u u u



## n n n n n n n n P t I I I n n    
                     0.01273a= 3.5 f.1.) Calculate 0 3 1 , 2 2 u n I        0 5 1 , 2 2 u n I       



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a         a= 3.5 b= 0.5
w= 0.04748
f.1.1. 1.93249E-06 f.1.2. 3.32335097 f.1.3 6.6925E-06 f.1.4. 2.452520077 5.9375 f.1.5. 5.9375

0.583607 f.1.6 0.583607

Calculations 0 3 1 , 2 2 u n I        0 5 1 , 2 2 u n I       



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        1.15E-02 f.1.7 1.15E-02

5.29E-05 Result4: 5.29E-05 2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    a= 1.5 a= 2.5

g.1.) Calculate h.1.) Calculate 0 1,1 2 u n I       



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a         ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a         a= 1.5 a= 2.5 b= 1 b= 1 w= 0.09496 w= 0.09496
g.1.1. 0.0208 h.1.1. g.1.2. 0.886227 h.1.2. g.1.3 0.030028 h.1.3 g.1.4. 0.20252 h.1.4. g.1.5. -0.14583 h.1.5.
g.1.6 0.091003 h.1.6 Calculations Calculations 0 1,1 2 u n I       



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a         ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        g.1.7 1.88E-02 h.1.7

Result5: 2.79E-02 Result6: 2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    0 1,1 2 u n I       

3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        

0.000781 1.32934 0.001901
0.70252 0.8125

0.486669 0 1,1 2 u n I       

3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        3.23E-02

2.09E-03 2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    t-statistic=

Incomplete Beta Function approximation

where Inputs skewness= 0.39 x=u0= 0.079574794 kurtosis= -3.42 n= 4 t0=t= 4.540702859

a= 1.5 a= Calculate u0. Sustitute each candidate t-value in u0 equation

Calculate the Incomplete Beta Functions needed for adjustment

c.1.) Calculate d.1.) Calculate 

### 1x w b x     

   

##   , x 

### I ab a a w a a         

0 

### 1 1 , 2 2 u 

### n I        2 1 0 1 1 u t n  



a= 1.5 a= b= 0.5 b=
w= 0.043227 w=

c.1.1. 0.006588146 d.1.1. c.1.2. 0.886226925 d.1.2. c.1.3 0.009712192 d.1.3
c.1.4. 0.456772808 d.1.4. c.1.5. -0.14583 d.1.5.

c.1.6 0.041426 d.1.6 Calculations Calculations



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a         ( , ) ( ) a  ( ) w a e w a   1 2 a w b   2 1 0 1 1 u t n  

c.1.7 3.89E-03 d.1.7

Result1: 1.01E-02 Result2: 1- Calculate 5.04E-03
2- Calculate

2.1. Calculate 0.033245
2.2. Calculate 11.59497 2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    

0 0 

### 1 1 1 ( ) , 2 2 2 u 

### n P t I 

      

3 0 0 

### 2 1 1 1 1 ( ) ,1 ,1

2 2 6 2 3 2

u u 

### n n n n P t I I

n n  

###  

         

        2 2 01 2 2 0 

### 2 1 1 1 1 ( ) 6 2 1 1 n



### n t n P t n t

n  

###  



###      

     

  

   2 1 6 2 nn  

2 0 

### 2 1 1 1 n t n  


1 2 2 0 

### 1 1 n 

### t n  

###     

  

1 3 2 n n 


### 2 1 6 2 nn  2.3. Calculate 173.9017
Result: 0.002217
3-Calculate

3.1. Calculate 0.199471
3.2. Calculate 0.232716 2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    

0 0 

### 1 1 1 ( ) , 2 2 2 u 

### n P t I 

      

3 0 0 

### 2 1 1 1 1 ( ) ,1 ,1

2 2 6 2 3 2

u u 

### n n n n P t I I

n n  

###  

         

        2 2 01 2 2 0 

### 2 1 1 1 1 ( ) 6 2 1 1 n



### n t n P t n t

n  

###  



###      

     

  

   2 1 6 2 nn  

2 0 

### 2 1 1 1 n t n  


1 2 2 0 

### 1 1 n 

### t n  

###     

  

1 3 2 n n 


### 2 1 6 2 nn Result 5.37E-03

4-Calculate 4.1. Calculate 1.26E-03

4.2. Calculate 2.48E-04
4.3. Calculate 9.63E-06
Result: 1.02E-03 5- Calculate 

#       4 0 0 0 

## 1 2 4 1 1 1 1 1 1 3 1 ( ) , , , 24 2 2 12 2 2 24 2 2 u u u



## n n n n n n n n P t I I I n n  

##    
                        

0 

### 1 1 1

, 24 2 2 u 

### n n I         

##    0 

### 1 2 1 1

, 12 2 2

u 

### n n n

I n   

      

##    0 

### 4 1 3 1

, 24 2 2

u 

### n n n

I n   

      

##    

#    

#    

#   2 3/2 0 0

2 2

0 0



### 1 2 5 8 1 (2 5) 1 1 1 1 ( ) , ,

72 2 2 24 2 2 1 2 5 12 1 2 5 12 3 1 5 1 , , 24 2 2 72 2 2 u u

u u



### n n n n n n n P t I I n n n n n n n n n I I n n  

###   

   

      

                   

         

##   0 

### 1 (2 5) 1 1

, 72 2 2

u 

### n n n

I  


      

##  

#  

2 0 

### 1 2 5 8 1 1 , 24 2 2

u 

### n n n n

I n    

      

##  

#  

2 0 

### 1 2 5 12 3 1 , 24 2 2

u 

### n n n n

I n    

      

##  

#  

2 0 

### 1 2 5 12 5 1 , 72 2 2

u 

### n n n n

I n    

      5.46E-03 5.1. Calculate
1.24E-03 5.2. Calculate

5.3. Calculate 7.70E-05
5.4. Calculate 2.57E-05

Result 4.28E-03 

#       4 0 0 0 

## 1 2 4 1 1 1 1 1 1 3 1 ( ) , , , 24 2 2 12 2 2 24 2 2 u u u



## n n n n n n n n P t I I I n n  

##    
                        

0 

### 1 1 1

, 24 2 2 u 

### n n I         

##    0 

### 1 2 1 1

, 12 2 2

u 

### n n n

I n   

      

##    0 

### 4 1 3 1

, 24 2 2

u 

### n n n

I n   

      

##    

#    

#    

#   2 3/2 0 0

2 2

0 0



### 1 2 5 8 1 (2 5) 1 1 1 1 ( ) , ,

72 2 2 24 2 2 1 2 5 12 1 2 5 12 3 1 5 1 , , 24 2 2 72 2 2 u u

u u



### n n n n n n n P t I I n n n n n n n n n I I n n  

###   

   

      

                   

         

##   0 

### 1 (2 5) 1 1

, 72 2 2

u 

### n n n

I  


      

##  

#  

2 0 

### 1 2 5 8 1 1 , 24 2 2

u 

### n n n n

I n    

      

##  

#  

2 0 

### 1 2 5 12 3 1 , 24 2 2

u 

### n n n n

I n    

      

##  

#  

2 0 

### 1 2 5 12 5 1 , 72 2 2

u 

### n n n n

I n    

     Corrected probability is:: 3 4 3/2 2 0 3 ( ) ( ) ( ) ( ) P t Skewness P t Kurtosis P t P t   

      5.890703 u0= 0.079575

2.5 a= 3.5 e.1.) Calculate 

##   3 2 2 2
2 3 

### ( , ) 1 1 5 3 1 3 11 1 , ( ) ( ) 2 2 3 2 326 3 2 3 1 1 2 6 2 w a 

### a w e w a w a I ab a a w a a

a a b b

w a w  

###    


           

           

            

0 1 1 , 2 2 u n I        2.5 a= 3.5 0.5 b= 0.5 0.043227 w= 0.043227

0.000113351 e.1.1. 1.3961E-06 1.329340388 e.1.2. 3.32335097 0.000279887 e.1.3 4.8395E-06
1.456772808 e.1.4. 2.456772808 0.8125 e.1.5.

0.221539 e.1.6 Calculations 0 1 1 , 2 2 u n I       



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a         ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        6.70E-03 e.1.7

6.60E-04 Result3: 2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    

#   0 0 0



## 1 2 4 1 1 1 1 1 1 3 1 ( ) , , , 24 2 2 12 2 2 24 2 2 u u u



## n n n n n n n n P t I I I n n    
                      

#   0 0 0



## 1 2 4 1 1 1 1 1 1 3 1 ( ) , , , 24 2 2 12 2 2 24 2 2 u u u



## n n n n n n n n P t I I I n n    
                     0.01127a= 3.5 f.1.) Calculate 0 3 1 , 2 2 u n I        0 5 1 , 2 2 u n I       



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a         a= 3.5 b= 0.5
w= 0.043227
f.1.1. 1.3961E-06 f.1.2. 3.32335097 f.1.3 4.8395E-06 f.1.4. 2.456772808 5.9375 f.1.5. 5.9375

0.531334 f.1.6 0.531334

Calculations 0 3 1 , 2 2 u n I        0 5 1 , 2 2 u n I       



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        9.50E-03 f.1.7 9.50E-03

3.85E-05 Result4: 3.85E-05 2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    a= 1.5 a= 2.5

g.1.) Calculate h.1.) Calculate 0 1,1 2 u n I       



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a         ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a         a= 1.5 a= 2.5 b= 1 b= 1 w= 0.086454 w= 0.086454
g.1.1. 0.018161 h.1.1. g.1.2. 0.886227 h.1.2. g.1.3 0.026308 h.1.3 g.1.4. 0.206773 h.1.4. g.1.5. -0.14583 h.1.5.
g.1.6 0.082852 h.1.6 Calculations Calculations 0 1,1 2 u n I       



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a         ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        g.1.7 1.56E-02 h.1.7

Result5: 2.45E-02 Result6: 2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    0 1,1 2 u n I       

3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        

0.000622 1.32934 0.001516
0.706773 0.8125

0.443079 0 1,1 2 u n I       

3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        2.68E-02

1.69E-03 2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    t-statistic=

Incomplete Beta Function approximation

where Inputs skewness= 0.39 x=u0= 0.073252453 kurtosis= -3.42 n= 4 t0=t= 4.540702859

a= 1.5 a= Calculate u0. Sustitute each candidate t-value in u0 equation

Calculate the Incomplete Beta Functions needed for adjustment

c.1.) Calculate d.1.) Calculate 

### 1x w b x     

   

##   , x 

### I ab a a w a a         

0 

### 1 1 , 2 2 u 

### n I        2 1 0 1 1 u t n  



a= 1.5 a= b= 0.5 b=
w= 0.039521 w=

c.1.1. 0.005772114 d.1.1. c.1.2. 0.886226925 d.1.2. c.1.3 0.008521917 d.1.3
c.1.4. 0.460478744 d.1.4. c.1.5. -0.14583 d.1.5.

c.1.6 0.037875 d.1.6 Calculations Calculations



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a         ( , ) ( ) a  ( ) w a e w a   1 2 a w b   2 1 0 1 1 u t n  

c.1.7 3.25E-03 d.1.7

Result1: 8.90E-03 Result2: 1- Calculate 4.45E-03
2- Calculate

2.1. Calculate 0.033245
2.2. Calculate 11.59497 2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    

0 0 

### 1 1 1 ( ) , 2 2 2 u 

### n P t I 

      

3 0 0 

### 2 1 1 1 1 ( ) ,1 ,1

2 2 6 2 3 2

u u 

### n n n n P t I I

n n  

###  

         

        2 2 01 2 2 0 

### 2 1 1 1 1 ( ) 6 2 1 1 n



### n t n P t n t

n  

###  



###      

     

  

   2 1 6 2 nn  

2 0 

### 2 1 1 1 n t n  


1 2 2 0 

### 1 1 n 

### t n  

###     

  

1 3 2 n n 


### 2 1 6 2 nn  2.3. Calculate 173.9017
Result: 0.002217
3-Calculate

3.1. Calculate 0.199471
3.2. Calculate 0.232716 2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    

0 0 

### 1 1 1 ( ) , 2 2 2 u 

### n P t I 

      

3 0 0 

### 2 1 1 1 1 ( ) ,1 ,1

2 2 6 2 3 2

u u 

### n n n n P t I I

n n  

###  

         

        2 2 01 2 2 0 

### 2 1 1 1 1 ( ) 6 2 1 1 n



### n t n P t n t

n  

###  



###      

     

  

   2 1 6 2 nn  

2 0 

### 2 1 1 1 n t n  


1 2 2 0 

### 1 1 n 

### t n  

###     

  

1 3 2 n n 


### 2 1 6 2 nn Result 4.77E-03

4-Calculate 4.1. Calculate 1.11E-03

4.2. Calculate 2.00E-04
4.3. Calculate 7.11E-06
Result: 9.19E-04 5- Calculate 

#       4 0 0 0 

## 1 2 4 1 1 1 1 1 1 3 1 ( ) , , , 24 2 2 12 2 2 24 2 2 u u u



## n n n n n n n n P t I I I n n  

##    
                        

0 

### 1 1 1

, 24 2 2 u 

### n n I         

##    0 

### 1 2 1 1

, 12 2 2

u 

### n n n

I n   

      

##    0 

### 4 1 3 1

, 24 2 2

u 

### n n n

I n   

      

##    

#    

#    

#   2 3/2 0 0

2 2

0 0



### 1 2 5 8 1 (2 5) 1 1 1 1 ( ) , ,

72 2 2 24 2 2 1 2 5 12 1 2 5 12 3 1 5 1 , , 24 2 2 72 2 2 u u

u u



### n n n n n n n P t I I n n n n n n n n n I I n n  

###   

   

      

                   

         

##   0 

### 1 (2 5) 1 1

, 72 2 2

u 

### n n n

I  


      

##  

#  

2 0 

### 1 2 5 8 1 1 , 24 2 2

u 

### n n n n

I n    

      

##  

#  

2 0 

### 1 2 5 12 3 1 , 24 2 2

u 

### n n n n

I n    

      

##  

#  

2 0 

### 1 2 5 12 5 1 , 72 2 2

u 

### n n n n

I n    

      4.82E-03 5.1. Calculate
1.00E-03 5.2. Calculate

5.3. Calculate 5.68E-05
5.4. Calculate 1.89E-05

Result 3.86E-03 

#       4 0 0 0 

## 1 2 4 1 1 1 1 1 1 3 1 ( ) , , , 24 2 2 12 2 2 24 2 2 u u u



## n n n n n n n n P t I I I n n  

##    
                        

0 

### 1 1 1

, 24 2 2 u 

### n n I         

##    0 

### 1 2 1 1

, 12 2 2

u 

### n n n

I n   

      

##    0 

### 4 1 3 1

, 24 2 2

u 

### n n n

I n   

      

##    

#    

#    

#   2 3/2 0 0

2 2

0 0



### 1 2 5 8 1 (2 5) 1 1 1 1 ( ) , ,

72 2 2 24 2 2 1 2 5 12 1 2 5 12 3 1 5 1 , , 24 2 2 72 2 2 u u

u u



### n n n n n n n P t I I n n n n n n n n n I I n n  

###   

   

      

                   

         

##   0 

### 1 (2 5) 1 1

, 72 2 2

u 

### n n n

I  


      

##  

#  

2 0 

### 1 2 5 8 1 1 , 24 2 2

u 

### n n n n

I n    

      

##  

#  

2 0 

### 1 2 5 12 3 1 , 24 2 2

u 

### n n n n

I n    

      

##  

#  

2 0 

### 1 2 5 12 5 1 , 72 2 2

u 

### n n n n

I n    

     Corrected probability is:: 3 4 3/2 2 0 3 ( ) ( ) ( ) ( ) P t Skewness P t Kurtosis P t P t   

      6.160703 u0= 0.073252

2.5 a= 3.5 e.1.) Calculate 

##   3 2 2 2
2 3 

### ( , ) 1 1 5 3 1 3 11 1 , ( ) ( ) 2 2 3 2 326 3 2 3 1 1 2 6 2 w a 

### a w e w a w a I ab a a w a a

a a b b

w a w  

###    


           

           

            

0 1 1 , 2 2 u n I        2.5 a= 3.5 0.5 b= 0.5 0.039521 w= 0.039521

9.08356E-05 e.1.1. 1.02311E-06 1.329340388 e.1.2. 3.32335097 0.000224531 e.1.3 3.5495E-06
1.460478744 e.1.4. 2.460478744 0.8125 e.1.5.

0.202546 e.1.6 Calculations 0 1 1 , 2 2 u n I       



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a         ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        5.60E-03 e.1.7

5.34E-04 Result3: 2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    

#   0 0 0



## 1 2 4 1 1 1 1 1 1 3 1 ( ) , , , 24 2 2 12 2 2 24 2 2 u u u



## n n n n n n n n P t I I I n n    
                      

#   0 0 0



## 1 2 4 1 1 1 1 1 1 3 1 ( ) , , , 24 2 2 12 2 2 24 2 2 u u u



## n n n n n n n n P t I I I n n    
                     0.01002a= 3.5 f.1.) Calculate 0 3 1 , 2 2 u n I        0 5 1 , 2 2 u n I       



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a         a= 3.5 b= 0.5
w= 0.039521
f.1.1. 1.02311E-06 f.1.2. 3.32335097 f.1.3 3.5495E-06 f.1.4. 2.460478744 5.9375 f.1.5. 5.9375

0.485782 f.1.6 0.485782

Calculations 0 3 1 , 2 2 u n I        0 5 1 , 2 2 u n I       



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        7.94E-03 f.1.7 7.94E-03

2.84E-05 Result4: 2.84E-05 2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    a= 1.5 a= 2.5

g.1.) Calculate h.1.) Calculate 0 1,1 2 u n I       



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a         ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a         a= 1.5 a= 2.5 b= 1 b= 1 w= 0.079043 w= 0.079043
g.1.1. 0.015946 h.1.1. g.1.2. 0.886227 h.1.2. g.1.3 0.02317 h.1.3 g.1.4. 0.210479 h.1.4. g.1.5. -0.14583 h.1.5.
g.1.6 0.075749 h.1.6 Calculations Calculations 0 1,1 2 u n I       



### ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a         ( , ) ( ) a  ( ) w a e w a   1 2 a w b  
3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        g.1.7 1.30E-02 h.1.7

Result5: 2.17E-02 Result6: 2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    0 1,1 2 u n I       

3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        

0.0005 1.32934 0.001221
0.710479 0.8125

0.405093 0 1,1 2 u n I       

3 2 5 3 1 2 3 2 3 a a a   
2 

### 3 11 1 2 6 3 w a a        2.24E-02

1.37E-03 2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

     2 

### 3 11 1 2 6 3 w a a        
2 

### 3 1 2 6 w a  

    1 2 3 4

Key ORIS code Plant Name physical_state 1588_7 1588Mystic Generating Station MA 617_PPE3 617Port Everglades FL 617_PPE1 617Port Everglades FL 548_2 548Norwalk - Norwalk Power LLC CT 562_2 562Middletown CT 2493_60 2493East River NY 617_PPE2 617Port Everglades FL 617_PPE4 617Port Everglades FL 2491_01 2491Charles Poletti Power Project NY 621_PTF1 621Turkey Point FL 6043_PMR2 6043Martin FL 2516_3 2516Northport NY 621_PTF2 621Turkey Point FL 6042_PMT2 6042Manatee FL 2050_1 2050Baxter Wilson MS 8906_50 8906Astoria Generating Station NY 609_PCC1 609Cape Canaveral FL 2493_70 2493East River NY 6043_PMR1 6043Martin FL 8906_30 8906Astoria Generating Station NY 2516_2 2516Northport NY 8906_40 8906Astoria Generating Station NY 667_3 667Northside Generating Station FL 6042_PMT1 6042Manatee FL 609_PPC2 609Cape Canaveral FL 2517_4 2517Port Jefferson NY 619_PRV4 619Riviera FL 619_PRV3 619Riviera FL 8054_1 8054Gerald Andrus MS 715_1 715McManus GA5 6 7 8

Unit Number boiler_id Unit Type boiler_type 7 7 Conventional Boiler Tangential firing PPE03 PPE3 Conventional Boiler Wall firing - front firing PPE01 PPE1 Conventional Boiler Wall firing - front firing 2 2 Conventional Boiler Tangential firing 2 2 Conventional Boiler Wall firing - front firing 60 60 Conventional Boiler Wall firing - opposed firing PPE02 PPE2 Conventional Boiler Wall firing - front firing PPE04 PPE4 Conventional Boiler Wall firing - front firing 01 01 Conventional Boiler Tangential firing PTF01 PTF1 Conventional Boiler Wall firing - front firing PMR02 PMR2 Conventional Boiler Wall firing - front firing Unit3 3 Conventional Boiler Tangential firing PTF02 PTF2 Conventional Boiler Wall firing - front firing PMT02 PMT2 Conventional Boiler Wall firing - front firing 001 1 Conventional Boiler Tangential firing A-S0004 50 Conventional Boiler Tangential firing PCC01 PCC1 Conventional Boiler Wall firing - front firing 70 70 Conventional Boiler Wall firing - front firing PMR01 PMR1 Conventional Boiler Wall firing - front firing A-S0002 30 Conventional Boiler Wall firing - front firing Unit2 2 Conventional Boiler Tangential firing A-S0003 40 Conventional Boiler Tangential firing 3 3 Conventional Boiler Wall firing - front firing PMT01 PMT1 Conventional Boiler Wall firing - front firing PCC02 PPC2 Conventional Boiler Wall firing - front firing Unit4 4 Conventional Boiler Tangential firing PRV04 PRV4 Conventional Boiler Wall firing - front firing PRV03 PRV3 Conventional Boiler Wall firing - front firing 001 1 Conventional Boiler Wall firing - unspecified Unit 1 1 Conventional Boiler Wall firing - front firing9 10 11

max_heat_input MWe_capacity Boiler_heat_rate **MMBtu/hr MW**  **MMBtu/MWh**

5646 586 9.634812287 4000 395 10.12658228 2300 226 10.17699115 1776 178 9.97752809 1173.27 125 9.38616 1930 129.4 14.91499227 2300 226 10.17699115 4000 395 10.12658228 8266 905 9.133701657 4000 421 9.501187648 9040 859 10.52386496 3650 375 9.733333333 4000 407 9.828009828 8650 854 10.12880562 4900 408 12.00980392 4094 386 10.60621762 4000 397 10.07556675 1982 198 10.01010101 9040 859 10.52386496 3984 383.5 10.38852673 3650 375 9.733333333 4074 388.25 10.49323889 4857 538 9.027881041 8650 841 10.28537455 4000 375 10.66666667 1850 190 9.736842105 3260 289 11.28027682 3260 289 11.28027682 6650 737 9.023066486 450 45 1012 13 Fuel types Filterable Particulate - ERT **lb/MMBtu** No.6 Fuel Oil (residual or bunker C) No.6 Fuel Oil (residual or bunker C) 0.001221339 No.6 Fuel Oil (residual or bunker C) No.6 Fuel Oil (residual or bunker C) 0.001570768 No.6 Fuel Oil (residual or bunker C) 0.003164283 No.6 Fuel Oil (residual or bunker C), other--Natural Gas 0.006154098 No.6 Fuel Oil (residual or bunker C) No.6 Fuel Oil (residual or bunker C) 0.007525509 No.6 Fuel Oil (residual or bunker C) No.6 Fuel Oil (residual or bunker C) 0.026118173 No.6 Fuel Oil (residual or bunker C) 0.018878523 No.6 Fuel Oil (residual or bunker C), other--Natural Gas 0.018416267 No.6 Fuel Oil (residual or bunker C) 0.021444235 No.6 Fuel Oil (residual or bunker C) 0.020106265 No.6 Fuel Oil (residual or bunker C) 0.020719408 No.6 Fuel Oil (residual or bunker C) No.6 Fuel Oil (residual or bunker C) No.6 Fuel Oil (residual or bunker C) No.6 Fuel Oil (residual or bunker C) 0.028922063 No.6 Fuel Oil (residual or bunker C) No.6 Fuel Oil (residual or bunker C), other--Natural Gas 0.026255603 No.6 Fuel Oil (residual or bunker C) 0.058364504 No.6 Fuel Oil (residual or bunker C) 0.034663687 No.6 Fuel Oil (residual or bunker C) 0.031948662 No.6 Fuel Oil (residual or bunker C) No.6 Fuel Oil (residual or bunker C), other--Natural Gas 0.032074062 No.6 Fuel Oil (residual or bunker C) No.6 Fuel Oil (residual or bunker C) No.6 Fuel Oil (residual or bunker C) 0.041632283 No.6 Fuel Oil (residual or bunker C) 0.05092276314 15

Filterable Particulate MW - ERT Filterable Particulate - Part II

**lb/MW lb/MMBtu**  0.001033333 0.012367991 0.001333333 0.0015 0.01567238 0.029700469 0.091788325 0.027 0.007166667 0.076207683 0.017 0.248153666 0.017833333 0.198675023 0.018 0.179251667 0.210754149 0.018666667 0.203652448 0.0285 0.248836022 0.0213 0.022833333 0.024 0.304371882 0.024666667 0.0252 0.255554538 0.612432683 0.0266 0.312939643 0.027266667 0.328603951 0.027833333 0.031666667 0.312300075 0.0325 0.034833333 0.375650857 0.50922762816 17

Filterable Particulate MW - Part II Filterable Particulate - min

**lb/MW lb/MMBtu** 

0.009955973 0.001033333 0.01350211 0.001221339 0.015265487 0.0015 0.001570768 0.003164283 0.402704791 0.006154098 0.072935103 0.007166667 0.007525509 0.155272928 0.017 0.169437846 0.017833333 0.189429569 0.018 0.018416267 0.183456183 0.018666667 0.28867096 0.020106265 0.020719408 0.225912435 0.0213 0.230058774 0.022833333 0.240242424 0.024 0.259588669 0.024666667 0.261790874 0.0252 0.026255603 0.279120155 0.0266 0.246160223 0.027266667 0.286276258 0.027833333 0.337777778 0.031666667 0.032074062 0.366608997 0.0325 0.392929642 0.034833333 0.041632283 0.05092276318 QA

Filterable Particulate MW - min

**lb/MW** 0.009955973

0.012367991 0.015265487 0.01567238 0.029700469 0.091788325 0.072935103 0.076207683 0.155272928 0.169437846 0.189429569 0.179251667 0.183456183 0.203652448 0.248836022 0.225912435 0.230058774 0.240242424 0.259588669 0.261790874 0.255554538 0.279120155 0.246160223 0.286276258 0.337777778 0.312300075 0.366608997 0.392929642 0.375650857 0.50922762819 20

control_group_1 control_type_1 PM control Electrostatic precipitator, cold side, w/o flue gas conditioning PM control Electrostatic precipitator, cold side, w/o flue gas conditioning PM control Electrostatic precipitator, cold side, w/o flue gas conditioning NOx control Selective Noncatalytic Reduction NOx control Selective Noncatalytic Reduction PM control Electrostatic precipitator, cold side, w/o flue gas conditioning PM control Electrostatic precipitator, cold side, w/o flue gas conditioning PM control Multiple cyclone PM control Multiple cyclone PM control Electrostatic precipitator, cold side, w/o flue gas conditioning PM control Multiple cyclone PM control Multiple cyclone PM control Multiple cyclone PM control Multiple cyclone PM control Electrostatic precipitator, cold side, w/o flue gas conditioning PM control Multiple cyclone PM control Multiple cyclone PM control Electrostatic precipitator, cold side, w/o flue gas conditioning PM control Multiple cyclone PM control Multiple cyclone21 22 23

install_date_1 control_group_2 control_type_2 01-Dec-78 01-Jun-07 01-Feb-06 01-Oct-95PM control Electrostatic precipitator, cold side, w/o flue gas conditioning 01-Oct-08PM control Electrostatic precipitator, hot side, w/o flue gas conditioning 01-Jun-05 01-May-07 01-Apr-67 01-Jun-81 01-Jun-72 01-Apr-68 01-Nov-77 01-Apr-65 01-Dec-80 01-Apr-74
01-Oct-76 01-May-69 01-Nov-60 01-Mar-63 01-May-6224 25 26 27 28

install_date_2 control_group_3 control_type_3 install_date_3 control_group_4

01-Jun-62 01-Aug-5429 30 31 32 33

control_type_4 install_date_4 control_group_5 control_type_5 install_date_534 35 36 37 38

control_group_6 control_type_6 install_date_6 control_group_7 control_type_739 40 41 42 43

install_date_7 control_group_8 control_type_8 install_date_8 control_group_944 45 46 47 48

control_type_9 install_date_9 control_group_10 control_type_10 install_date_1049 50 51 52 53

control_group_11 control_type_11 install_date_11 control_group_12 control_type_1254 55

install_date_12Nothing to compare; PM-3 test was also burning gas

Key RTI

Calculated QA lb/MMBtu Run GradeSubmitted

Value Submitted

Value UOM Use ? Comment facility_id configurat ion_id 3_fPM_T1_R1 n/a D 0.004pound per million British Thermal Unit (lb/MMBtu) Yes 15887 3_fPM_T1_R2 n/a D 0.004pound per million British Thermal Unit (lb/MMBtu) Yes 15887 3_fPM_T1_R3 n/a D 0.005 pound per million British Thermal Unit (lb/MMBtu) Yes 15887 15887 15887 15887 3_fPM_T2_R1 n/a D 0.01pound per million British Thermal Unit (lb/MMBtu) Yes 15887 3_fPM_T2_R2 n/a D 0.008pound per million British Thermal Unit (lb/MMBtu) Yes 15887 3_fPM_T2_R3 n/a D 0.007pound per million British Thermal Unit (lb/MMBtu) Yes 15887 15887 15887 15887 3_fPM_T3_R1 n/a D 0.004pound per million British Thermal Unit (lb/MMBtu) Yes Burning oil and gas 15887 3_fPM_T3_R2 n/a D 0.004pound per million British Thermal Unit (lb/MMBtu) Yes Burning oil and gas 15887 3_fPM_T3_R3 n/a D 0.003 pound per million British Thermal Unit (lb/MMBtu) Yes Burning oil and gas 15887 15887 15887 15887 3_fPM_T4_R1 n/a D 0.0022 pound per million British Thermal Unit (lb/MMBtu) Yes 15887 3_fPM_T4_R2 n/a D 0.0004pound per million British Thermal Unit (lb/MMBtu) Yes 15887 3_fPM_T4_R3 n/a D 0.0005 pound per million British Thermal Unit (lb/MMBtu) Yes 15887 15887 15887 15887 Data from hard copy ICR. Only summary pages from test report provided.Nothing to compare; PM-3 test was also burning gas

report_id sampling_

port_id order pollutant_ id pollutant_name run_id start_dateti me PM-1 Stack 1 3 1 PM (Filterable) 1 20-Dec-05 PM-1 Stack 1 3 1 PM (Filterable) 2 20-Dec-05 PM-1 Stack 1 3 1 PM (Filterable) 3 20-Dec-05 PM (Filterable) 1 20-Dec-05 PM (Filterable) 2 20-Dec-05 PM (Filterable) 3 20-Dec-05 PM-2 Stack 1 3 1 PM (Filterable) 1 18-Jul-06 PM-2 Stack 1 3 1 PM (Filterable) 2 18-Jul-06 PM-2 Stack 1 3 1 PM (Filterable) 3 18-Jul-06 PM (Filterable) 1 18-Jul-06 PM (Filterable) 2 18-Jul-06 PM (Filterable) 3 18-Jul-06 PM-3 Stack 1 3 1 PM (Filterable) 1 22-Jul-08 PM-3 Stack 1 3 1 PM (Filterable) 2 22-Jul-08 PM-3 Stack 1 3 1 PM (Filterable) 3 22-Jul-08 PM (Filterable) 1 22-Jul-08 PM (Filterable) 2 22-Jul-08 PM (Filterable) 3 22-Jul-08 PM-4 Stack 1 3 1 PM (Filterable) 1 21-Nov-08 PM-4 Stack 1 3 1 PM (Filterable) 2 21-Nov-08 PM-4 Stack 1 3 1 PM (Filterable) 3 21-Nov-08 PM (Filterable) 1 21-Nov-08 PM (Filterable) 2 21-Nov-08 PM (Filterable) 3 21-Nov-08 Data from hard copy ICR. Only summary pages from test report provided.end_dateti

me unit_load fuel_flow_

rate fuel_heati ng_value fg_moistu

re_conten t fg_oxygen _content fg_CO2_c

ontent fg_temper

ature test_meth

od 20-Dec-05 5.94 20-Dec-05 5.98 20-Dec-05 6.11 20-Dec-05 ND 5.94 20-Dec-05 ND 5.98 20-Dec-05 ND 6.11 18-Jul-06 5.62 18-Jul-06 5.6 18-Jul-06 5.52 18-Jul-06 ND 5.62 18-Jul-06 ND 5.60 18-Jul-06 ND 5.52 22-Jul-08 6.46 22-Jul-08 6.18 22-Jul-08 9.13 22-Jul-08 ND 6.46 22-Jul-08 ND 6.18 22-Jul-08 ND 9.13 21-Nov-08 8.4 21-Nov-08 9 21-Nov-08 9 21-Nov-08 ND 8.4 21-Nov-08 ND 9.0 21-Nov-08 ND 9.0conc conc_units conc_ND conc_MDL conc2 conc2_uni ts FALSE FALSE FALSE ND ND ND FALSE FALSE FALSE ND ND ND FALSE FALSE FALSE ND ND ND FALSE FALSE FALSE ND ND NDemission_

rate emission_ rate_units emission_

rate_ND emission_

rate_MDL emission_

factor emission_facto

r_units emission_

factor_ND emission_

factor_M DL FALSE 0.004pound per million British Thermal Unit (lb/MMBtu) FALSE FALSE 0.004pound per million British Thermal Unit (lb/MMBtu) FALSE FALSE 0.005 pound per million British Thermal Unit (lb/MMBtu) FALSE 0.004pound per million British Thermal Unit (lb/MMBtu) 0.004pound per million British Thermal Unit (lb/MMBtu) 0.005 pound per million British Thermal Unit (lb/MMBtu) FALSE 0.01pound per million British Thermal Unit (lb/MMBtu) FALSE FALSE 0.008pound per million British Thermal Unit (lb/MMBtu) FALSE FALSE 0.007pound per million British Thermal Unit (lb/MMBtu) FALSE 0.010pound per million British Thermal Unit (lb/MMBtu) 0.008pound per million British Thermal Unit (lb/MMBtu) 0.007pound per million British Thermal Unit (lb/MMBtu) FALSE 0.004pound per million British Thermal Unit (lb/MMBtu) FALSE FALSE 0.004pound per million British Thermal Unit (lb/MMBtu) FALSE FALSE 0.003 pound per million British Thermal Unit (lb/MMBtu) FALSE 0.004pound per million British Thermal Unit (lb/MMBtu) 0.004pound per million British Thermal Unit (lb/MMBtu) 0.003 pound per million British Thermal Unit (lb/MMBtu) FALSE 0.0022 pound per million British Thermal Unit (lb/MMBtu) FALSE FALSE 0.0004pound per million British Thermal Unit (lb/MMBtu) FALSE FALSE 0.0005 pound per million British Thermal Unit (lb/MMBtu) FALSE 0.0022 pound per million British Thermal Unit (lb/MMBtu) 0.0004pound per million British Thermal Unit (lb/MMBtu) 0.0005 pound per million British Thermal Unit (lb/MMBtu)run_pollutant_comm

ent Fuel1 Fuel1%Btu Fuel2 Fuel2%Btu QA Comment soot blow run pound per million British Thermal Unit (lb/MMBtu) Oil soot blow run Oil pound per million British Thermal Unit (lb/MMBtu) Oil
pound per million British Thermal Unit (lb/MMBtu) Oil soot blow run Oil pound per million British Thermal Unit (lb/MMBtu) Oil
pound per million British Thermal Unit (lb/MMBtu) Oil Gas They were burning gas and oil soot blow run Oil Gas They were burning gas and oil pound per million British Thermal Unit (lb/MMBtu) Oil Gas They were burning gas and oil
pound per million British Thermal Unit (lb/MMBtu) Oil soot blow run Oil pound per million British Thermal Unit (lb/MMBtu) Oilfacility_id report_id sampling_port_id run_id

617_PPE03 2005_PPE STK03_1 617 PPE03 2005 PPE STK03 1 617_PPE03 2005_PPE STK03_2 617 PPE03 2005 PPE STK03 2 617_PPE03 2005_PPE STK03_3 617 PPE03 2005 PPE STK03 3 617_PPE03 2005_PPE STK03_4 617 PPE03 2005 PPE STK03 4 617_PPE03 2005_PPE STK03_5 617 PPE03 2005 PPE STK03 5 617_PPE03 2005_PPE STK03_6 617 PPE03 2005 PPE STK03 6 617_PPE03 2006_PPE STK03_1 617 PPE03 2006 PPE STK03 1 617_PPE03 2006_PPE STK03_2 617 PPE03 2006 PPE STK03 2 617_PPE03 2006_PPE STK03_3 617 PPE03 2006 PPE STK03 3 617_PPE03 2006_PPE STK03_4 617 PPE03 2006 PPE STK03 4 617_PPE03 2006_PPE STK03_5 617 PPE03 2006 PPE STK03 5 617_PPE03 2006_PPE STK03_6 617 PPE03 2006 PPE STK03 6 617_PPE03 2007_PPE STK03_1 617 PPE03 2007 PPE STK03 1 617_PPE03 2007_PPE STK03_2 617 PPE03 2007 PPE STK03 2 617_PPE03 2007_PPE STK03_3 617 PPE03 2007 PPE STK03 3 617_PPE03 2007_PPE STK03_4 617 PPE03 2007 PPE STK03 4 617_PPE03 2007_PPE STK03_5 617 PPE03 2007 PPE STK03 5 617_PPE03 2007_PPE STK03_6 617 PPE03 2007 PPE STK03 6 617_PPE03 2008_PPE STK03_1 617 PPE03 2008 PPE STK03 1 617_PPE03 2008_PPE STK03_2 617 PPE03 2008 PPE STK03 2 617_PPE03 2008_PPE STK03_3 617 PPE03 2008 PPE STK03 3 617_PPE03 2008_PPE STK03_4 617 PPE03 2008 PPE STK03 4 617_PPE03 2008_PPE STK03_5 617 PPE03 2008 PPE STK03 5 617_PPE03 2008_PPE STK03_6 617 PPE03 2008 PPE STK03 6 617_PPE03 2009_PPE STK03_1 617 PPE03 2009 PPE STK03 1 617_PPE03 2009_PPE STK03_2 617 PPE03 2009 PPE STK03 2 617_PPE03 2009_PPE STK03_3 617 PPE03 2009 PPE STK03 3 617_PPE03 2009_PPE STK03_4 617 PPE03 2009 PPE STK03 4 617_PPE03 2009_PPE STK03_5 617 PPE03 2009 PPE STK03 5 617_PPE03 2009_PPE STK03_6 617 PPE03 2009 PPE STK03 6 facility_id report_id sampling_port_id run_id 617_PPE03 2005_PPE STK03_1 617 PPE03 2005 PPE STK03 1 617_PPE03 2005_PPE STK03_2 617 PPE03 2005 PPE STK03 2 617_PPE03 2005_PPE STK03_3 617 PPE03 2005 PPE STK03 3 617_PPE03 2005_PPE STK03_4 617 PPE03 2005 PPE STK03 4 617_PPE03 2005_PPE STK03_5 617 PPE03 2005 PPE STK03 5 617_PPE03 2005_PPE STK03_6 617 PPE03 2005 PPE STK03 6 617_PPE03 2006_PPE STK03_1 617 PPE03 2006 PPE STK03 1 617_PPE03 2006_PPE STK03_2 617 PPE03 2006 PPE STK03 2 617_PPE03 2006_PPE STK03_3 617 PPE03 2006 PPE STK03 3 617_PPE03 2006_PPE STK03_4 617 PPE03 2006 PPE STK03 4 617_PPE03 2006_PPE STK03_5 617 PPE03 2006 PPE STK03 5 617_PPE03 2006_PPE STK03_6 617 PPE03 2006 PPE STK03 6617_PPE03 2007_PPE STK03_1 617 PPE03 2007 PPE STK03 1

617_PPE03 2007_PPE STK03_2 617 PPE03 2007 PPE STK03 2 617_PPE03 2007_PPE STK03_3 617 PPE03 2007 PPE STK03 3 617_PPE03 2007_PPE STK03_4 617 PPE03 2007 PPE STK03 4 617_PPE03 2007_PPE STK03_5 617 PPE03 2007 PPE STK03 5 617_PPE03 2007_PPE STK03_6 617 PPE03 2007 PPE STK03 6 617_PPE03 2008_PPE STK03_1 617 PPE03 2008 PPE STK03 1 617_PPE03 2008_PPE STK03_2 617 PPE03 2008 PPE STK03 2 617_PPE03 2008_PPE STK03_3 617 PPE03 2008 PPE STK03 3 617_PPE03 2008_PPE STK03_4 617 PPE03 2008 PPE STK03 4 617_PPE03 2008_PPE STK03_5 617 PPE03 2008 PPE STK03 5 617_PPE03 2008_PPE STK03_6 617 PPE03 2008 PPE STK03 6 617_PPE03 2009_PPE STK03_1 617 PPE03 2009 PPE STK03 1 617_PPE03 2009_PPE STK03_2 617 PPE03 2009 PPE STK03 2 617_PPE03 2009_PPE STK03_3 617 PPE03 2009 PPE STK03 3 617_PPE03 2009_PPE STK03_4 617 PPE03 2009 PPE STK03 4 617_PPE03 2009_PPE STK03_5 617 PPE03 2009 PPE STK03 5 617_PPE03 2009_PPE STK03_6 617 PPE03 2009 PPE STK03 6Reported 1 mg 1 x RDL For UPL

start_datetime end_datetime lb fPM/MMBtu lb fPM/MMBtu lb fPM/MMBtu unit_load 3/22/05 8:34 3/22/05 9:39 4.90E-02 7.36E-04 4.90E-02 404 3/22/05 9:50 3/22/05 10:55 2.50E-02 7.45E-04 2.50E-02 403 3/22/05 11:00 3/22/05 12:03 2.10E-02 7.45E-04 2.10E-02 403 3/22/05 12:06 3/22/05 13:12 2.20E-02 7.45E-04 2.20E-02 403 3/22/05 13:24 3/22/05 14:27 3.10E-02 7.36E-04 3.10E-02 402 3/22/05 14:31 3/22/05 15:35 6.20E-02 7.40E-04 6.20E-02 403 3/7/06 9:05 3/7/06 10:10 9.30E-02 7.01E-04 9.30E-02 370 3/7/06 10:24 3/7/06 11:27 1.09E-01 7.01E-04 1.09E-01 370 3/7/06 11:30 3/7/06 12:36 2.30E-02 6.97E-04 2.30E-02 370 3/7/06 12:42 3/7/06 13:46 6.30E-02 6.97E-04 6.30E-02 370 3/7/06 13:51 3/7/06 14:56 1.10E-01 6.97E-04 1.10E-01 370 3/7/06 15:02 3/7/06 16:06 6.30E-02 6.93E-04 6.30E-02 370 9/11/07 10:25 9/11/07 11:28 8.00E-03 6.93E-04 8.00E-03 385 9/11/07 11:37 9/11/07 12:41 8.00E-03 6.93E-04 8.00E-03 384 9/11/07 12:46 9/11/07 13:50 7.00E-03 6.93E-04 7.00E-03 382 9/11/07 13:57 9/11/07 15:01 8.00E-03 6.93E-04 8.00E-03 382 9/11/07 15:05 9/11/07 16:09 8.00E-03 6.97E-04 8.00E-03 383 9/11/07 16:15 9/11/07 17:19 6.00E-03 7.01E-04 6.00E-03 384 2/19/08 10:28 2/19/08 11:34 8.00E-03 7.40E-04 8.00E-03 397 2/19/08 11:43 2/19/08 12:49 1.10E-02 7.36E-04 1.10E-02 394 2/19/08 12:52 2/19/08 13:57 1.20E-02 7.31E-04 1.20E-02 395 2/19/08 14:00 2/19/08 15:04 1.30E-02 7.27E-04 1.30E-02 395 2/19/08 15:14 2/19/08 16:19 1.10E-02 7.27E-04 1.10E-02 396 2/19/08 16:29 2/19/08 17:34 9.00E-03 7.36E-04 9.00E-03 396 3/17/09 9:08 3/17/09 10:19 1.00E-03 7.22E-04 1.00E-03 385 3/17/09 10:29 3/17/09 11:36 1.00E-03 7.18E-04 1.00E-03 384 3/17/09 11:45 3/17/09 12:51 2.00E-03 7.18E-04 2.00E-03 384 3/17/09 13:00 3/17/09 14:06 1.00E-03 7.14E-04 1.00E-03 384 3/17/09 14:16 3/17/09 15:23 2.00E-03 7.14E-04 2.00E-03 384 3/17/09 15:44 3/17/09 16:50 1.00E-03 7.14E-04 1.00E-03 384 pollutant_name conc conc_units conc_ND PM (Filterable) FALSE PM (Filterable) FALSE PM (Filterable) FALSE PM (Filterable) FALSE PM (Filterable) FALSE PM (Filterable) FALSE PM (Filterable) FALSE PM (Filterable) FALSE PM (Filterable) FALSE PM (Filterable) FALSE PM (Filterable) FALSE PM (Filterable) FALSEPM (Filterable) FALSE

PM (Filterable) FALSE PM (Filterable) FALSE PM (Filterable) FALSE PM (Filterable) FALSE PM (Filterable) FALSE PM (Filterable) FALSE PM (Filterable) FALSE PM (Filterable) FALSE PM (Filterable) FALSE PM (Filterable) FALSE PM (Filterable) FALSE PM (Filterable) FALSE PM (Filterable) FALSE PM (Filterable) FALSE PM (Filterable) FALSE PM (Filterable) FALSE PM (Filterable) FALSEnet_generation

fg_moisture_content

fg_flow_rate

fg_flow_rate_units

standard_temperature

standard_pressure

normal_temperature

normal_pressure

fg_oxygen_content 383 10.37 838655dscfm 68 29.92 4.6 383 9.62 838364dscfm 68 29.92 4.8 383 11.72 830046dscfm 68 29.92 4.8 383 10.86 831774dscfm 68 29.92 4.8 383 10.75 824308dscfm 68 29.92 4.6 383 11.48 837679dscfm 68 29.92 4.7 361 11.6 769042dscfm 68 29.92 3.8 362 9.14 773446dscfm 68 29.92 3.8 361 10.28 764053dscfm 68 29.92 3.7 361 9.47 763254dscfm 68 29.92 3.7 362 9.85 764473dscfm 68 29.92 3.7 361 13.06 751678dscfm 68 29.92 3.6 374 11.87 751575dscfm 68 29.92 3.6 374 11.47 749331dscfm 68 29.92 3.6 374 12.68 728999dscfm 68 29.92 3.6 374 10.58 735420dscfm 68 29.92 3.6 374 11.14 753388dscfm 68 29.92 3.7 374 11.82 758210dscfm 68 29.92 3.8 384 7.81 841366dscfm 68 29.92 4.7 381 8.96 827691dscfm 68 29.92 4.6 383 8.27 805961dscfm 68 29.92 4.5 383 8.38 816490dscfm 68 29.92 4.4 384 10.88 807595dscfm 68 29.92 4.4 383 9.83 821228dscfm 68 29.92 4.6 374 11.29 761597dscfm 68 29.92 4.3 374 11.73 758404dscfm 68 29.92 4.2 374 10.7 751853dscfm 68 29.92 4.2 374 11.03 744195dscfm 68 29.92 4.1 374 10.82 748950dscfm 68 29.92 4.1 374 9.23 763859dscfm 68 29.92 4.1 conc_MDLemission_rate

emission_rate_units

emission_rate_ND

emission_rate_MDL

emission_factor

emission_factor_units

emission_factor_ND

emission_factor_MDL 0.049lb/MMBtu FALSE FALSE 0.025 lb/MMBtu FALSE FALSE 0.021lb/MMBtu FALSE FALSE 0.022 lb/MMBtu FALSE FALSE 0.031lb/MMBtu FALSE FALSE 0.062 lb/MMBtu FALSE FALSE 0.093 lb/MMBtu FALSE FALSE 0.109lb/MMBtu FALSE FALSE 0.023 lb/MMBtu FALSE FALSE 0.063 lb/MMBtu FALSE FALSE 0.11lb/MMBtu FALSE FALSE 0.063 lb/MMBtu FALSE FALSE0.008lb/MMBtu FALSE FALSE 0.008lb/MMBtu FALSE FALSE 0.007lb/MMBtu FALSE FALSE 0.008lb/MMBtu FALSE FALSE 0.008lb/MMBtu FALSE FALSE 0.006lb/MMBtu FALSE FALSE 0.008lb/MMBtu FALSE FALSE 0.011lb/MMBtu FALSE FALSE 0.012 lb/MMBtu FALSE FALSE 0.013 lb/MMBtu FALSE FALSE 0.011lb/MMBtu FALSE FALSE 0.009lb/MMBtu FALSE FALSE 0.001lb/MMBtu FALSE FALSE 0.001lb/MMBtu FALSE FALSE 0.002 lb/MMBtu FALSE FALSE 0.001lb/MMBtu FALSE FALSE 0.002 lb/MMBtu FALSE FALSE 0.001lb/MMBtu FALSE FALSEfg_CO2_content

fg_temperature

fg_pressureHg_loi test_method run_comments

fuel_id fuel_unit_load 13.1 300 29.9 Method 17Soot Blowing Number 6 Fuel Oil 404 12.9 300 29.9 Method 17Steady State Number 6 Fuel Oil 403 13 300 29.9 Method 17Steady State Number 6 Fuel Oil 403 13 300 29.9 Method 17Steady State Number 6 Fuel Oil 403 13 300 29.9 Method 17Soot Blowing Number 6 Fuel Oil 402 13 300 29.9 Method 17Soot Blowing Number 6 Fuel Oil 403 13.6 282 29.95 Method 17Soot Blowing Number 6 Fuel Oil 370 13.7 282 29.95 Method 17Steady State Number 6 Fuel Oil 370 13.6 284 29.95 Method 17Steady State Number 6 Fuel Oil 370 13.6 291 29.95 Method 17Steady State Number 6 Fuel Oil 370 13.6 289 29.95 Method 17Soot Blowing Number 6 Fuel Oil 370 13.7 288 29.95 Method 17Soot Blowing Number 6 Fuel Oil 370 13.6 300 29.97 Method 17Soot Blowing Number 6 Fuel Oil 385 13.6 300 29.97 Method 17Steady State Number 6 Fuel Oil 384 13.6 300 29.97 Method 17Steady State Number 6 Fuel Oil 382 13.5 300 29.97 Method 17Steady State Number 6 Fuel Oil 382 13.5 300 29.97 Method 17Soot Blowing Number 6 Fuel Oil 383 13.4 300 29.97 Method 17Soot Blowing Number 6 Fuel Oil 384 13 300 30.14 Method 17Soot Blowing Number 6 Fuel Oil 397 13.1 300 30.14 Method 17Steady State Number 6 Fuel Oil 394 13.1 300 30.14 Method 17Steady State Number 6 Fuel Oil 395 13.2 300 30.14 Method 17Steady State Number 6 Fuel Oil 395 13.2 300 30.14 Method 17Soot Blowing Number 6 Fuel Oil 396 13.2 300 30.14 Method 17Soot Blowing Number 6 Fuel Oil 396 13.2 300 29.97 Method 17Steady State Number 6 Fuel Oil 385 13.4 300 29.97 Method 17Soot Blowing Number 6 Fuel Oil 384 13.3 300 29.97 Method 17Steady State Number 6 Fuel Oil 384 13.3 300 29.97 Method 17Steady State Number 6 Fuel Oil 384 13.3 300 29.97 Method 17Soot Blowing Number 6 Fuel Oil 384 13.3 300 29.97 Method 17Soot Blowing Number 6 Fuel Oil 384 run_pollutant_comment

run_pollutant_commentfuel_flow_rate

ful_ash fuel_heating_value

fuel_sulfur 191500 0.05 18330 1 191500 0.05 18330 1 191500 0.05 18330 1 191500 0.05 18330 1 191500 0.05 18330 1 191500 0.05 18330 1 180800 0.1 18410 0.98 180800 0.1 18410 0.98 180800 0.1 18410 0.98 180800 0.1 18410 0.98 180800 0.1 18410 0.98 180800 0.1 18410 0.98 191800 0.15 18337 0.97 191800 0.15 18337 0.97 191800 0.15 18337 0.97 191800 0.15 18337 0.97 191800 0.15 18337 0.97 191800 0.15 18337 0.97 195400 0.08 18238 1 195400 0.08 18238 1 195400 0.08 18238 1 195400 0.08 18238 1 195400 0.08 18238 1 195400 0.08 18238 1 188100 0.08 18408 0.96 188100 0.08 18408 0.96 188100 0.08 18408 0.96 188100 0.08 18408 0.96 188100 0.08 18408 0.96 188100 0.08 18408 0.96Runs 617 Port Everglades PPE3 1 1.35E-02 2 2.29E-02 3 7.59E-02 4 1.08E-01 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 Emissions

Use for large sample sets and small sample sets that are Normal.

1 1 N i i df n

          1

N i i n

  N

090000648116ceac.xlsx UPL Pooled Template 11/19/2012 Testing Normality Raw Data Sample Size 4.00 Kurtosis -3.42 SE Kurtosis 1.29 Result Kurtosis non normal Skewness 0.39 SE Skewness 1.01 Result Skewness normal ni = number test runs = 4 0 0 0 0 0 0 0 0 0 0 Total Number of sources = 1 n =Total # test runs = 4

3 Use for large sample sets and small sample sets that are Normal.

1 1 N i i df n

          1

N i i n

  N

090000648116ceac.xlsx UPL Pooled Template 11/19/2012This step is for QC only:

means 0.06 #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0!

0.06 Mean =
Pooled Variance = 0.0020

m= number future runs = 3 Term1 0.5833
Term2 0.0012

Squared root Term2 0.034164586 NOTE: the pvalue for the t-statistic is calculated as: 2*alpha, where 1-alpha is desired confidence, so if 99% confidence is desired then alpha=0.01 and 2*alpha=2*(0.01)



###  2 2 1 11 n i i s x X n   



###  1 1 1 i n N ij i j X x n    

### 

1 1 n m 

2 1 1 s n m       

df t 2 1 1

s n m        1 1 i n i ik

k i x x n   

### 

2
, 1 1 df p X t s n m    

   

090000648116ceac.xlsx UPL Pooled Template 11/19/2012 t-statistic = quantile t-distribution with df degrees of freedom at .99 confidence level = 4.540702859 UPL POOLED VARIANCE = 0.2102



###  2 2 1 11 n i i s x X n   



###  1 1 1 i n N ij i j X x n    

### 

1 1 n m 

2 1 1 s n m       

df t 2 1 1

s n m        1 1 i n i ik

k i x x n   

### 

2
, 1 1 df p X t s n m    

   

090000648116ceac.xlsx UPL Pooled Template 11/19/2012Runs 617 Port Everglades PPE3 1 1.35E-02 2 2.29E-02 3 7.59E-02 4 1.08E-01 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 Testing Normality Raw Data Log Data Sample Size 4.00 4.00 Kurtosis -3.42 -4.05 SE Kurtosis 1.29 1.29 Average of Raw Data 0.06 Result Kurtosis non normal non normal Skewness 0.39 -0.13 SE Skewness 1.01 1.01 Result Skewness normal normal

Runs 1 -4.304909331 -3.777109443 Emissions

Use for small sample sets that are Lognormal.

1. Take LN( ) of Raw Data

090000648116ceac.xlsx Lognormal Template 11/19/2012

1 -4.304909331 2 -3.777109443 3 -2.577688383 4 -2.22546779 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35

090000648116ceac.xlsx Lognormal Template 11/19/20124

3. Calculate -3.221293737

0.963017008 4. Calculate

5. m 3 6. Calculate

100.6295539
7.869194714

14.78778294 7. Calculate 3.394258117

9. substitue the values of in cell D7 and F7 respectively 8. Go to tab distribution for 99 percentile "lognormal distribution 99%" b- denominator first term 2. Calculate sample size, n=

a- Numerator first term 1 ˆ n i

i x n     

###  2 2 1 ˆ 1

n i i x x n    

 

## 

222 ˆˆˆ 4 3 2 233 e e e   

#   2 2 ˆ 1 m e



2z  

###   2 2 ˆ ˆ 1 1 2
z e e

m      

2z

 1z



2 ˆ 2 2 2 2 2 4 ˆ ˆ ˆ ˆ ˆ ˆ 2 2 2 .99 

### ˆ ˆ

( 1) 2( 1) z UPL e me e m e

m n n        

###      

###         

  
2 ˆ 2 ˆ e   2 ˆ ˆ 2 

### e   

2 ˆ ( 1) e



2 4 ˆ ˆ 2( 1) n n       

  

2 2 2 2 4
ˆ ˆ ˆ ˆ ˆ 2 2 2 ˆ ˆ ( 1) 2( 1) me e me n n              

 

     222
2 ˆˆˆ 4 3 2 2 2 ˆ 233 1 3 1 1 z e e e m

m e   

           



090000648116ceac.xlsx Lognormal Template 11/19/2012 3.484 z value from "lognormal distribution 99%"

a- Calculate 0.064584216 b- Calculate 0.004171121
c- Calculate 1.619587881
d-calculate 0.395321212
e- Calculate 0.187368
f- Calculate UPL 2.82E-01 10. In column AE indentify the value that is the smallest value that is larger than 0.99, note what row number this is. 11. In column B, go down the the row number from Step 10. above, and copy the z value. 12. calculate the UPL using the formula 1 ˆ n i

i x n     

###  2 2 1 ˆ 1

n i i x x n    

 

## 

222 ˆˆˆ 4 3 2 233 e e e   

#   2 2 ˆ 1 m e



2z  

###   2 2 ˆ ˆ 1 1 2
z e e

m      

2z

 1z



2 ˆ 2 2 2 2 2 4 ˆ ˆ ˆ ˆ ˆ ˆ 2 2 2 .99 

### ˆ ˆ

( 1) 2( 1) z UPL e me e m e

m n n        

###      

###         

  
2 ˆ 2 ˆ e   2 ˆ ˆ 2 

### e   

2 ˆ ( 1) e



2 4 ˆ ˆ 2( 1) n n       

  

2 2 2 2 4
ˆ ˆ ˆ ˆ ˆ 2 2 2 ˆ ˆ ( 1) 2( 1) me e me n n              

 

     222
2 ˆˆˆ 4 3 2 2 2 ˆ 233 1 3 1 1 z e e e m

m e   

           



090000648116ceac.xlsx Lognormal Template 11/19/2012